feat: add note for remove_think & remove dify remove cot code

* fix: update invoke_embedding to return only embeddings from client.embed

* fix: Fixed the incorrect extraction method of sender ID when converting aiocqhttp reply messages

.github/pull_request_template.md

@@ -9,7 +9,7 @@
 
 *请在方括号间写`x`以打勾 / Please tick the box with `x`*
 
-- [ ] 阅读仓库[贡献指引](https://github.com/RockChinQ/LangBot/blob/master/CONTRIBUTING.md)了吗？ / Have you read the [contribution guide](https://github.com/RockChinQ/LangBot/blob/master/CONTRIBUTING.md)?
+- [ ] 阅读仓库[贡献指引](https://github.com/langbot-app/LangBot/blob/master/CONTRIBUTING.md)了吗？ / Have you read the [contribution guide](https://github.com/langbot-app/LangBot/blob/master/CONTRIBUTING.md)?
 - [ ] 与项目所有者沟通过了吗？ / Have you communicated with the project maintainer?
 - [ ] 我确定已自行测试所作的更改，确保功能符合预期。 / I have tested the changes and ensured they work as expected.
 

.gitignore

@@ -42,4 +42,5 @@ botpy.log*
 test.py
 /web_ui
 .venv/
-uv.lock
+uv.lock
+/test

README.md

@@ -1,50 +1,40 @@
 
 <p align="center">
 <a href="https://langbot.app">
-<img src="https://docs.langbot.app/social.png" alt="LangBot"/>
+<img src="https://docs.langbot.app/social_zh.png" alt="LangBot"/>
 </a>
 
 <div align="center">
 
-<a href="https://trendshift.io/repositories/12901" target="_blank"><img src="https://trendshift.io/api/badge/repositories/12901" alt="RockChinQ%2FLangBot | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+<a href="https://hellogithub.com/repository/langbot-app/LangBot" target="_blank"><img src="https://abroad.hellogithub.com/v1/widgets/recommend.svg?rid=5ce8ae2aa4f74316bf393b57b952433c&claim_uid=gtmc6YWjMZkT21R" alt="Featured｜HelloGitHub" style="width: 250px; height: 54px;" width="250" height="54" /></a>
+
+[English](README_EN.md) / 简体中文 / [繁體中文](README_TW.md) / [日本語](README_JP.md) / (PR for your language)
+
+[![Discord](https://img.shields.io/discord/1335141740050649118?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb)](https://discord.gg/wdNEHETs87)
+[![QQ Group](https://img.shields.io/badge/%E7%A4%BE%E5%8C%BAQQ%E7%BE%A4-966235608-blue)](https://qm.qq.com/q/JLi38whHum)
+[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/langbot-app/LangBot)
+[![GitHub release (latest by date)](https://img.shields.io/github/v/release/langbot-app/LangBot)](https://github.com/langbot-app/LangBot/releases/latest)
+<img src="https://img.shields.io/badge/python-3.10 ~ 3.13 -blue.svg" alt="python">
+[![star](https://gitcode.com/RockChinQ/LangBot/star/badge.svg)](https://gitcode.com/RockChinQ/LangBot)
 
 <a href="https://langbot.app">项目主页</a> ｜
 <a href="https://docs.langbot.app/zh/insight/guide.html">部署文档</a> ｜
 <a href="https://docs.langbot.app/zh/plugin/plugin-intro.html">插件介绍</a> ｜
-<a href="https://github.com/RockChinQ/LangBot/issues/new?assignees=&labels=%E7%8B%AC%E7%AB%8B%E6%8F%92%E4%BB%B6&projects=&template=submit-plugin.yml&title=%5BPlugin%5D%3A+%E8%AF%B7%E6%B1%82%E7%99%BB%E8%AE%B0%E6%96%B0%E6%8F%92%E4%BB%B6">提交插件</a>
+<a href="https://github.com/langbot-app/LangBot/issues/new?assignees=&labels=%E7%8B%AC%E7%AB%8B%E6%8F%92%E4%BB%B6&projects=&template=submit-plugin.yml&title=%5BPlugin%5D%3A+%E8%AF%B7%E6%B1%82%E7%99%BB%E8%AE%B0%E6%96%B0%E6%8F%92%E4%BB%B6">提交插件</a>
 
-<div align="center">
-😎高稳定、🧩支持扩展、🦄多模态 - 大模型原生即时通信机器人平台🤖  
-</div>
-
-<br/>
-
-[![Discord](https://img.shields.io/discord/1335141740050649118?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb)](https://discord.gg/wdNEHETs87)
-[![QQ Group](https://img.shields.io/badge/%E7%A4%BE%E5%8C%BAQQ%E7%BE%A4-966235608-blue)](https://qm.qq.com/q/JLi38whHum)
-[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/RockChinQ/LangBot)
-[![GitHub release (latest by date)](https://img.shields.io/github/v/release/RockChinQ/LangBot)](https://github.com/RockChinQ/LangBot/releases/latest)
-<img src="https://img.shields.io/badge/python-3.10 ~ 3.13 -blue.svg" alt="python">
-[![star](https://gitcode.com/RockChinQ/LangBot/star/badge.svg)](https://gitcode.com/RockChinQ/LangBot)
-
-简体中文 / [English](README_EN.md) / [日本語](README_JP.md) / (PR for your language)
 
 </div>
 
 </p>
 
-## ✨ 特性
-
-- 💬 大模型对话、Agent：支持多种大模型，适配群聊和私聊；具有多轮对话、工具调用、多模态能力，并深度适配 [Dify](https://dify.ai)。目前支持 QQ、QQ频道、企业微信、个人微信、飞书、Discord、Telegram 等平台。
-- 🛠️ 高稳定性、功能完备：原生支持访问控制、限速、敏感词过滤等机制；配置简单，支持多种部署方式。支持多流水线配置，不同机器人用于不同应用场景。
-- 🧩 插件扩展、活跃社区：支持事件驱动、组件扩展等插件机制；适配 Anthropic [MCP 协议](https://modelcontextprotocol.io/)；目前已有数百个插件。
-- 😻 Web 管理面板：支持通过浏览器管理 LangBot 实例，不再需要手动编写配置文件。
+LangBot 是一个开源的大语言模型原生即时通信机器人开发平台，旨在提供开箱即用的 IM 机器人开发体验，具有 Agent、RAG、MCP 等多种 LLM 应用功能，适配全球主流即时通信平台，并提供丰富的 API 接口，支持自定义开发。
 
 ## 📦 开始使用
 
 #### Docker Compose 部署
 
 ```bash
-git clone https://github.com/RockChinQ/LangBot
+git clone https://github.com/langbot-app/LangBot
 cd LangBot
 docker compose up -d
 ```
@@ -71,23 +61,25 @@ docker compose up -d
 
 直接使用发行版运行，查看文档[手动部署](https://docs.langbot.app/zh/deploy/langbot/manual.html)。
 
-## 📸 效果展示
+## 😎 保持更新
 
-<img alt="bots" src="https://docs.langbot.app/webui/bot-page.png" width="450px"/>
+点击仓库右上角 Star 和 Watch 按钮，获取最新动态。
 
-<img alt="bots" src="https://docs.langbot.app/webui/create-model.png" width="450px"/>
+![star gif](https://docs.langbot.app/star.gif)
 
-<img alt="bots" src="https://docs.langbot.app/webui/edit-pipeline.png" width="450px"/>
+## ✨ 特性
 
-<img alt="bots" src="https://docs.langbot.app/webui/plugin-market.png" width="450px"/>
+- 💬 大模型对话、Agent：支持多种大模型，适配群聊和私聊；具有多轮对话、工具调用、多模态、流式输出能力，自带 RAG（知识库）实现，并深度适配 [Dify](https://dify.ai)。
+- 🤖 多平台支持：目前支持 QQ、QQ频道、企业微信、个人微信、飞书、Discord、Telegram 等平台。
+- 🛠️ 高稳定性、功能完备：原生支持访问控制、限速、敏感词过滤等机制；配置简单，支持多种部署方式。支持多流水线配置，不同机器人用于不同应用场景。
+- 🧩 插件扩展、活跃社区：支持事件驱动、组件扩展等插件机制；适配 Anthropic [MCP 协议](https://modelcontextprotocol.io/)；目前已有数百个插件。
+- 😻 Web 管理面板：支持通过浏览器管理 LangBot 实例，不再需要手动编写配置文件。
 
-<img alt="回复效果（带有联网插件）" src="https://docs.langbot.app/QChatGPT-0516.png" width="500px"/>
+详细规格特性请访问[文档](https://docs.langbot.app/zh/insight/features.html)。
 
-- WebUI Demo: https://demo.langbot.dev/
-    - 登录信息：邮箱：`demo@langbot.app` 密码：`langbot123456`
-    - 注意：仅展示webui效果，公开环境，请不要在其中填入您的任何敏感信息。
-
-## 🔌 组件兼容性
+或访问 demo 环境：https://demo.langbot.dev/  
+  - 登录信息：邮箱：`demo@langbot.app` 密码：`langbot123456`
+  - 注意：仅展示 WebUI 效果，公开环境，请不要在其中填入您的任何敏感信息。
 
 ### 消息平台
 
@@ -104,10 +96,6 @@ docker compose up -d
 | Discord | ✅ |  |
 | Telegram | ✅ |  |
 | Slack | ✅ |  |
-| LINE | 🚧 |  |
-| WhatsApp | 🚧 |  |
-
-🚧: 正在开发中
 
 ### 大模型能力
 
@@ -119,8 +107,10 @@ docker compose up -d
 | [Anthropic](https://www.anthropic.com/) | ✅ |  |
 | [xAI](https://x.ai/) | ✅ |  |
 | [智谱AI](https://open.bigmodel.cn/) | ✅ |  |
+| [优云智算](https://www.compshare.cn/?ytag=GPU_YY-gh_langbot) | ✅ | 大模型和 GPU 资源平台 |
 | [PPIO](https://ppinfra.com/user/register?invited_by=QJKFYD&utm_source=github_langbot) | ✅ | 大模型和 GPU 资源平台 |
-| [302 AI](https://share.302.ai/SuTG99) | ✅ | 大模型聚合平台 |
+| [胜算云](https://www.shengsuanyun.com/?from=CH_KYIPP758) | ✅ | 大模型和 GPU 资源平台 |
+| [302.AI](https://share.302.ai/SuTG99) | ✅ | 大模型聚合平台 |
 | [Google Gemini](https://aistudio.google.com/prompts/new_chat) | ✅ | |
 | [Dify](https://dify.ai) | ✅ | LLMOps 平台 |
 | [Ollama](https://ollama.com/) | ✅ | 本地大模型运行平台 |
@@ -148,14 +138,8 @@ docker compose up -d
 
 ## 😘 社区贡献
 
-感谢以下[代码贡献者](https://github.com/RockChinQ/LangBot/graphs/contributors)和社区里其他成员对 LangBot 的贡献：
+感谢以下[代码贡献者](https://github.com/langbot-app/LangBot/graphs/contributors)和社区里其他成员对 LangBot 的贡献：
 
-<a href="https://github.com/RockChinQ/LangBot/graphs/contributors">
-  <img src="https://contrib.rocks/image?repo=RockChinQ/LangBot" />
+<a href="https://github.com/langbot-app/LangBot/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=langbot-app/LangBot" />
 </a>
-
-## 😎 保持更新
-
-点击仓库右上角 Star 和 Watch 按钮，获取最新动态。
-
-![star gif](https://docs.langbot.app/star.gif)

README_EN.md

@@ -1,48 +1,34 @@
 <p align="center">
 <a href="https://langbot.app">
-<img src="https://docs.langbot.app/social.png" alt="LangBot"/>
+<img src="https://docs.langbot.app/social_en.png" alt="LangBot"/>
 </a>
 
 <div align="center">
 
-<a href="https://trendshift.io/repositories/12901" target="_blank"><img src="https://trendshift.io/api/badge/repositories/12901" alt="RockChinQ%2FLangBot | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+English / [简体中文](README.md) / [繁體中文](README_TW.md) / [日本語](README_JP.md) / (PR for your language)
+
+[![Discord](https://img.shields.io/discord/1335141740050649118?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb)](https://discord.gg/wdNEHETs87)
+[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/langbot-app/LangBot)
+[![GitHub release (latest by date)](https://img.shields.io/github/v/release/langbot-app/LangBot)](https://github.com/langbot-app/LangBot/releases/latest)
+<img src="https://img.shields.io/badge/python-3.10 ~ 3.13 -blue.svg" alt="python">
 
 <a href="https://langbot.app">Home</a> ｜
 <a href="https://docs.langbot.app/en/insight/guide.html">Deployment</a> ｜
 <a href="https://docs.langbot.app/en/plugin/plugin-intro.html">Plugin</a> ｜
-<a href="https://github.com/RockChinQ/LangBot/issues/new?assignees=&labels=%E7%8B%AC%E7%AB%8B%E6%8F%92%E4%BB%B6&projects=&template=submit-plugin.yml&title=%5BPlugin%5D%3A+%E8%AF%B7%E6%B1%82%E7%99%BB%E8%AE%B0%E6%96%B0%E6%8F%92%E4%BB%B6">Submit Plugin</a>
-
-<div align="center">
-😎High Stability, 🧩Extension Supported, 🦄Multi-modal - LLM Native Instant Messaging Bot Platform🤖  
-</div>
-
-<br/>
-
-
-[![Discord](https://img.shields.io/discord/1335141740050649118?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb)](https://discord.gg/wdNEHETs87)
-[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/RockChinQ/LangBot)
-[![GitHub release (latest by date)](https://img.shields.io/github/v/release/RockChinQ/LangBot)](https://github.com/RockChinQ/LangBot/releases/latest)
-<img src="https://img.shields.io/badge/python-3.10 ~ 3.13 -blue.svg" alt="python">
-
-[简体中文](README.md) / English / [日本語](README_JP.md) / (PR for your language)
+<a href="https://github.com/langbot-app/LangBot/issues/new?assignees=&labels=%E7%8B%AC%E7%AB%8B%E6%8F%92%E4%BB%B6&projects=&template=submit-plugin.yml&title=%5BPlugin%5D%3A+%E8%AF%B7%E6%B1%82%E7%99%BB%E8%AE%B0%E6%96%B0%E6%8F%92%E4%BB%B6">Submit Plugin</a>
 
 </div>
 
 </p>
 
-## ✨ Features
-
-- 💬 Chat with LLM / Agent: Supports multiple LLMs, adapt to group chats and private chats; Supports multi-round conversations, tool calls, and multi-modal capabilities. Deeply integrates with [Dify](https://dify.ai). Currently supports QQ, QQ Channel, WeCom, personal WeChat, Lark, DingTalk, Discord, Telegram, etc.
-- 🛠️ High Stability, Feature-rich: Native access control, rate limiting, sensitive word filtering, etc. mechanisms; Easy to use, supports multiple deployment methods. Supports multiple pipeline configurations, different bots can be used for different scenarios.
-- 🧩 Plugin Extension, Active Community: Support event-driven, component extension, etc. plugin mechanisms; Integrate Anthropic [MCP protocol](https://modelcontextprotocol.io/); Currently has hundreds of plugins.
-- 😻 [New] Web UI: Support management LangBot instance through the browser. No need to manually write configuration files.
+LangBot is an open-source LLM native instant messaging robot development platform, aiming to provide out-of-the-box IM robot development experience, with Agent, RAG, MCP and other LLM application functions, adapting to global instant messaging platforms, and providing rich API interfaces, supporting custom development.
 
 ## 📦 Getting Started
 
 #### Docker Compose Deployment
 
 ```bash
-git clone https://github.com/RockChinQ/LangBot
+git clone https://github.com/langbot-app/LangBot
 cd LangBot
 docker compose up -d
 ```
@@ -69,23 +55,25 @@ Community contributed Zeabur template.
 
 Directly use the released version to run, see the [Manual Deployment](https://docs.langbot.app/en/deploy/langbot/manual.html) documentation.
 
-## 📸 Demo
+## 😎 Stay Ahead
 
-<img alt="bots" src="https://docs.langbot.app/webui/bot-page.png" width="400px"/>
+Click the Star and Watch button in the upper right corner of the repository to get the latest updates.
 
-<img alt="bots" src="https://docs.langbot.app/webui/create-model.png" width="400px"/>
+![star gif](https://docs.langbot.app/star.gif)
 
-<img alt="bots" src="https://docs.langbot.app/webui/edit-pipeline.png" width="400px"/>
+## ✨ Features
 
-<img alt="bots" src="https://docs.langbot.app/webui/plugin-market.png" width="400px"/>
+- 💬 Chat with LLM / Agent: Supports multiple LLMs, adapt to group chats and private chats; Supports multi-round conversations, tool calls, multi-modal, and streaming output capabilities. Built-in RAG (knowledge base) implementation, and deeply integrates with [Dify](https://dify.ai).
+- 🤖 Multi-platform Support: Currently supports QQ, QQ Channel, WeCom, personal WeChat, Lark, DingTalk, Discord, Telegram, etc.
+- 🛠️ High Stability, Feature-rich: Native access control, rate limiting, sensitive word filtering, etc. mechanisms; Easy to use, supports multiple deployment methods. Supports multiple pipeline configurations, different bots can be used for different scenarios.
+- 🧩 Plugin Extension, Active Community: Support event-driven, component extension, etc. plugin mechanisms; Integrate Anthropic [MCP protocol](https://modelcontextprotocol.io/); Currently has hundreds of plugins.
+- 😻 Web UI: Support management LangBot instance through the browser. No need to manually write configuration files.
 
-<img alt="Reply Effect (with Internet Plugin)" src="https://docs.langbot.app/QChatGPT-0516.png" width="500px"/>
+For more detailed specifications, please refer to the [documentation](https://docs.langbot.app/en/insight/features.html).
 
-- WebUI Demo: https://demo.langbot.dev/
-    - Login information: Email: `demo@langbot.app` Password: `langbot123456`
-    - Note: Only the WebUI effect is shown, please do not fill in any sensitive information in the public environment.
-
-## 🔌 Component Compatibility
+Or visit the demo environment: https://demo.langbot.dev/
+  - Login information: Email: `demo@langbot.app` Password: `langbot123456`
+  - Note: For WebUI demo only, please do not fill in any sensitive information in the public environment.
 
 ### Message Platform
 
@@ -101,10 +89,6 @@ Directly use the released version to run, see the [Manual Deployment](https://do
 | Discord | ✅ |  |
 | Telegram | ✅ |  |
 | Slack | ✅ |  |
-| LINE | 🚧 |  |
-| WhatsApp | 🚧 |  |
-
-🚧: In development
 
 ### LLMs
 
@@ -116,9 +100,11 @@ Directly use the released version to run, see the [Manual Deployment](https://do
 | [Anthropic](https://www.anthropic.com/) | ✅ |  |
 | [xAI](https://x.ai/) | ✅ |  |
 | [Zhipu AI](https://open.bigmodel.cn/) | ✅ |  |
+| [CompShare](https://www.compshare.cn/?ytag=GPU_YY-gh_langbot) | ✅ | LLM and GPU resource platform |
 | [Dify](https://dify.ai) | ✅ | LLMOps platform |
 | [PPIO](https://ppinfra.com/user/register?invited_by=QJKFYD&utm_source=github_langbot) | ✅ | LLM and GPU resource platform |
-| [302 AI](https://share.302.ai/SuTG99) | ✅ | LLM gateway(MaaS) |
+| [ShengSuanYun](https://www.shengsuanyun.com/?from=CH_KYIPP758) | ✅ | LLM and GPU resource platform |
+| [302.AI](https://share.302.ai/SuTG99) | ✅ | LLM gateway(MaaS) |
 | [Google Gemini](https://aistudio.google.com/prompts/new_chat) | ✅ | |
 | [Ollama](https://ollama.com/) | ✅ | Local LLM running platform |
 | [LMStudio](https://lmstudio.ai/) | ✅ | Local LLM running platform |
@@ -131,14 +117,8 @@ Directly use the released version to run, see the [Manual Deployment](https://do
 
 ## 🤝 Community Contribution
 
-Thank you for the following [code contributors](https://github.com/RockChinQ/LangBot/graphs/contributors) and other members in the community for their contributions to LangBot:
+Thank you for the following [code contributors](https://github.com/langbot-app/LangBot/graphs/contributors) and other members in the community for their contributions to LangBot:
 
-<a href="https://github.com/RockChinQ/LangBot/graphs/contributors">
-  <img src="https://contrib.rocks/image?repo=RockChinQ/LangBot" />
+<a href="https://github.com/langbot-app/LangBot/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=langbot-app/LangBot" />
 </a>
-
-## 😎 Stay Ahead
-
-Click the Star and Watch button in the upper right corner of the repository to get the latest updates.
-
-![star gif](https://docs.langbot.app/star.gif)

README_JP.md

@@ -1,47 +1,34 @@
 <p align="center">
 <a href="https://langbot.app">
-<img src="https://docs.langbot.app/social.png" alt="LangBot"/>
+<img src="https://docs.langbot.app/social_en.png" alt="LangBot"/>
 </a>
 
 <div align="center">
 
-<a href="https://trendshift.io/repositories/12901" target="_blank"><img src="https://trendshift.io/api/badge/repositories/12901" alt="RockChinQ%2FLangBot | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+[English](README_EN.md) / [简体中文](README.md) / [繁體中文](README_TW.md) / 日本語 / (PR for your language)
+
+[![Discord](https://img.shields.io/discord/1335141740050649118?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb)](https://discord.gg/wdNEHETs87)
+[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/langbot-app/LangBot)
+[![GitHub release (latest by date)](https://img.shields.io/github/v/release/langbot-app/LangBot)](https://github.com/langbot-app/LangBot/releases/latest)
+<img src="https://img.shields.io/badge/python-3.10 ~ 3.13 -blue.svg" alt="python">
 
 <a href="https://langbot.app">ホーム</a> ｜
 <a href="https://docs.langbot.app/en/insight/guide.html">デプロイ</a> ｜
 <a href="https://docs.langbot.app/en/plugin/plugin-intro.html">プラグイン</a> ｜
-<a href="https://github.com/RockChinQ/LangBot/issues/new?assignees=&labels=%E7%8B%AC%E7%AB%8B%E6%8F%92%E4%BB%B6&projects=&template=submit-plugin.yml&title=%5BPlugin%5D%3A+%E8%AF%B7%E6%B1%82%E7%99%BB%E8%AE%B0%E6%96%B0%E6%8F%92%E4%BB%B6">プラグインの提出</a>
-
-<div align="center">
-😎高い安定性、🧩拡張サポート、🦄マルチモーダル - LLMネイティブインスタントメッセージングボットプラットフォーム🤖  
-</div>
-
-<br/>
-
-[![Discord](https://img.shields.io/discord/1335141740050649118?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb)](https://discord.gg/wdNEHETs87)
-[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/RockChinQ/LangBot)
-[![GitHub release (latest by date)](https://img.shields.io/github/v/release/RockChinQ/LangBot)](https://github.com/RockChinQ/LangBot/releases/latest)
-<img src="https://img.shields.io/badge/python-3.10 ~ 3.13 -blue.svg" alt="python">
-
-[简体中文](README_CN.md) / [English](README.md) / [日本語](README_JP.md) / (PR for your language)
+<a href="https://github.com/langbot-app/LangBot/issues/new?assignees=&labels=%E7%8B%AC%E7%AB%8B%E6%8F%92%E4%BB%B6&projects=&template=submit-plugin.yml&title=%5BPlugin%5D%3A+%E8%AF%B7%E6%B1%82%E7%99%BB%E8%AE%B0%E6%96%B0%E6%8F%92%E4%BB%B6">プラグインの提出</a>
 
 </div>
 
 </p>
 
-## ✨ 機能
-
-- 💬 LLM / エージェントとのチャット: 複数のLLMをサポートし、グループチャットとプライベートチャットに対応。マルチラウンドの会話、ツールの呼び出し、マルチモーダル機能をサポート。 [Dify](https://dify.ai) と深く統合。現在、QQ、QQ チャンネル、WeChat、個人 WeChat、Lark、DingTalk、Discord、Telegram など、複数のプラットフォームをサポートしています。
-- 🛠️ 高い安定性、豊富な機能: ネイティブのアクセス制御、レート制限、敏感な単語のフィルタリングなどのメカニズムをサポート。使いやすく、複数のデプロイ方法をサポート。複数のパイプライン設定をサポートし、異なるボットを異なる用途に使用できます。
-- 🧩 プラグイン拡張、活発なコミュニティ: イベント駆動、コンポーネント拡張などのプラグインメカニズムをサポート。適配 Anthropic [MCP プロトコル](https://modelcontextprotocol.io/)；豊富なエコシステム、現在数百のプラグインが存在。
-- 😻 Web UI: ブラウザを通じてLangBotインスタンスを管理することをサポート。
+LangBot は、エージェント、RAG、MCP などの LLM アプリケーション機能を備えた、オープンソースの LLM ネイティブのインスタントメッセージングロボット開発プラットフォームです。世界中のインスタントメッセージングプラットフォームに適応し、豊富な API インターフェースを提供し、カスタム開発をサポートします。
 
 ## 📦 始め方
 
 #### Docker Compose デプロイ
 
 ```bash
-git clone https://github.com/RockChinQ/LangBot
+git clone https://github.com/langbot-app/LangBot
 cd LangBot
 docker compose up -d
 ```
@@ -50,7 +37,7 @@ http://localhost:5300 にアクセスして使用を開始します。
 
 詳細なドキュメントは[Dockerデプロイ](https://docs.langbot.app/en/deploy/langbot/docker.html)を参照してください。
 
-#### BTPanelでのワンクリックデプロイ
+#### Panelでのワンクリックデプロイ
 
 LangBotはBTPanelにリストされています。BTPanelをインストールしている場合は、[ドキュメント](https://docs.langbot.app/en/deploy/langbot/one-click/bt.html)を使用して使用できます。
 
@@ -68,23 +55,25 @@ LangBotはBTPanelにリストされています。BTPanelをインストール
 
 リリースバージョンを直接使用して実行します。[手動デプロイ](https://docs.langbot.app/en/deploy/langbot/manual.html)のドキュメントを参照してください。
 
-## 📸 デモ
+## 😎 最新情報を入手
 
-<img alt="bots" src="https://docs.langbot.app/webui/bot-page.png" width="400px"/>
+リポジトリの右上にある Star と Watch ボタンをクリックして、最新の更新を取得してください。
 
-<img alt="bots" src="https://docs.langbot.app/webui/create-model.png" width="400px"/>
+![star gif](https://docs.langbot.app/star.gif)
 
-<img alt="bots" src="https://docs.langbot.app/webui/edit-pipeline.png" width="400px"/>
+## ✨ 機能
 
-<img alt="bots" src="https://docs.langbot.app/webui/plugin-market.png" width="400px"/>
+- 💬 LLM / エージェントとのチャット: 複数のLLMをサポートし、グループチャットとプライベートチャットに対応。マルチラウンドの会話、ツールの呼び出し、マルチモーダル、ストリーミング出力機能をサポート、RAG（知識ベース）を組み込み、[Dify](https://dify.ai) と深く統合。
+- 🤖 多プラットフォーム対応: 現在、QQ、QQ チャンネル、WeChat、個人 WeChat、Lark、DingTalk、Discord、Telegram など、複数のプラットフォームをサポートしています。
+- 🛠️ 高い安定性、豊富な機能: ネイティブのアクセス制御、レート制限、敏感な単語のフィルタリングなどのメカニズムをサポート。使いやすく、複数のデプロイ方法をサポート。複数のパイプライン設定をサポートし、異なるボットを異なる用途に使用できます。
+- 🧩 プラグイン拡張、活発なコミュニティ: イベント駆動、コンポーネント拡張などのプラグインメカニズムをサポート。適配 Anthropic [MCP プロトコル](https://modelcontextprotocol.io/)；豊富なエコシステム、現在数百のプラグインが存在。
+- 😻 Web UI: ブラウザを通じてLangBotインスタンスを管理することをサポート。
 
-<img alt="返信効果（インターネットプラグイン付き）" src="https://docs.langbot.app/QChatGPT-0516.png" width="500px"/>
+詳細な仕様については、[ドキュメント](https://docs.langbot.app/en/insight/features.html)を参照してください。
 
-- WebUIデモ: https://demo.langbot.dev/
-    - ログイン情報: メール: `demo@langbot.app` パスワード: `langbot123456`
-    - 注意: WebUIの効果のみを示しています。公開環境では、機密情報を入力しないでください。
-
-## 🔌 コンポーネントの互換性
+または、デモ環境にアクセスしてください: https://demo.langbot.dev/
+  - ログイン情報: メール: `demo@langbot.app` パスワード: `langbot123456`
+  - 注意: WebUI のデモンストレーションのみの場合、公開環境では機密情報を入力しないでください。
 
 ### メッセージプラットフォーム
 
@@ -100,10 +89,6 @@ LangBotはBTPanelにリストされています。BTPanelをインストール
 | Discord | ✅ |  |
 | Telegram | ✅ |  |
 | Slack | ✅ |  |
-| LINE | 🚧 |  |
-| WhatsApp | 🚧 |  |
-
-🚧: 開発中
 
 ### LLMs
 
@@ -115,8 +100,10 @@ LangBotはBTPanelにリストされています。BTPanelをインストール
 | [Anthropic](https://www.anthropic.com/) | ✅ |  |
 | [xAI](https://x.ai/) | ✅ |  |
 | [Zhipu AI](https://open.bigmodel.cn/) | ✅ |  |
+| [CompShare](https://www.compshare.cn/?ytag=GPU_YY-gh_langbot) | ✅ | 大模型とGPUリソースプラットフォーム |
 | [PPIO](https://ppinfra.com/user/register?invited_by=QJKFYD&utm_source=github_langbot) | ✅ | 大模型とGPUリソースプラットフォーム |
-| [302 AI](https://share.302.ai/SuTG99) | ✅ | LLMゲートウェイ(MaaS) |
+| [ShengSuanYun](https://www.shengsuanyun.com/?from=CH_KYIPP758) | ✅ | LLMとGPUリソースプラットフォーム |
+| [302.AI](https://share.302.ai/SuTG99) | ✅ | LLMゲートウェイ(MaaS) |
 | [Google Gemini](https://aistudio.google.com/prompts/new_chat) | ✅ | |
 | [Dify](https://dify.ai) | ✅ | LLMOpsプラットフォーム |
 | [Ollama](https://ollama.com/) | ✅ | ローカルLLM実行プラットフォーム |
@@ -130,14 +117,8 @@ LangBotはBTPanelにリストされています。BTPanelをインストール
 
 ## 🤝 コミュニティ貢献
 
-LangBot への貢献に対して、以下の [コード貢献者](https://github.com/RockChinQ/LangBot/graphs/contributors) とコミュニティの他のメンバーに感謝します。
+LangBot への貢献に対して、以下の [コード貢献者](https://github.com/langbot-app/LangBot/graphs/contributors) とコミュニティの他のメンバーに感謝します。
 
-<a href="https://github.com/RockChinQ/LangBot/graphs/contributors">
-  <img src="https://contrib.rocks/image?repo=RockChinQ/LangBot" />
+<a href="https://github.com/langbot-app/LangBot/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=langbot-app/LangBot" />
 </a>
-
-## 😎 最新情報を入手
-
-リポジトリの右上にある Star と Watch ボタンをクリックして、最新の更新を取得してください。
-
-![star gif](https://docs.langbot.app/star.gif)

README_TW.md

@@ -0,0 +1,140 @@
+<p align="center">
+<a href="https://langbot.app">
+<img src="https://docs.langbot.app/social_zh.png" alt="LangBot"/>
+</a>
+
+<div align="center"><a href="https://hellogithub.com/repository/langbot-app/LangBot" target="_blank"><img src="https://abroad.hellogithub.com/v1/widgets/recommend.svg?rid=5ce8ae2aa4f74316bf393b57b952433c&claim_uid=gtmc6YWjMZkT21R" alt="Featured｜HelloGitHub" style="width: 250px; height: 54px;" width="250" height="54" /></a>
+
+[English](README_EN.md) / [简体中文](README.md) / 繁體中文 / [日本語](README_JP.md) / (PR for your language)
+
+[![Discord](https://img.shields.io/discord/1335141740050649118?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb)](https://discord.gg/wdNEHETs87)
+[![QQ Group](https://img.shields.io/badge/%E7%A4%BE%E5%8C%BAQQ%E7%BE%A4-966235608-blue)](https://qm.qq.com/q/JLi38whHum)
+[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/langbot-app/LangBot)
+[![GitHub release (latest by date)](https://img.shields.io/github/v/release/langbot-app/LangBot)](https://github.com/langbot-app/LangBot/releases/latest)
+<img src="https://img.shields.io/badge/python-3.10 ~ 3.13 -blue.svg" alt="python">
+[![star](https://gitcode.com/RockChinQ/LangBot/star/badge.svg)](https://gitcode.com/RockChinQ/LangBot)
+
+<a href="https://langbot.app">主頁</a> ｜
+<a href="https://docs.langbot.app/zh/insight/guide.html">部署文件</a> ｜
+<a href="https://docs.langbot.app/zh/plugin/plugin-intro.html">外掛介紹</a> ｜
+<a href="https://github.com/langbot-app/LangBot/issues/new?assignees=&labels=%E7%8B%AC%E7%AB%8B%E6%8F%92%E4%BB%B6&projects=&template=submit-plugin.yml&title=%5BPlugin%5D%3A+%E8%AF%B7%E6%B1%82%E7%99%BB%E8%AE%B0%E6%96%B0%E6%8F%92%E4%BB%B6">提交外掛</a>
+
+</div>
+
+</p>
+
+LangBot 是一個開源的大語言模型原生即時通訊機器人開發平台，旨在提供開箱即用的 IM 機器人開發體驗，具有 Agent、RAG、MCP 等多種 LLM 應用功能，適配全球主流即時通訊平台，並提供豐富的 API 介面，支援自定義開發。
+
+## 📦 開始使用
+
+#### Docker Compose 部署
+
+```bash
+git clone https://github.com/langbot-app/LangBot
+cd LangBot
+docker compose up -d
+```
+
+訪問 http://localhost:5300 即可開始使用。
+
+詳細文件[Docker 部署](https://docs.langbot.app/zh/deploy/langbot/docker.html)。
+
+#### 寶塔面板部署
+
+已上架寶塔面板，若您已安裝寶塔面板，可以根據[文件](https://docs.langbot.app/zh/deploy/langbot/one-click/bt.html)使用。
+
+#### Zeabur 雲端部署
+
+社群貢獻的 Zeabur 模板。
+
+[![Deploy on Zeabur](https://zeabur.com/button.svg)](https://zeabur.com/zh-CN/templates/ZKTBDH)
+
+#### Railway 雲端部署
+
+[![Deploy on Railway](https://railway.com/button.svg)](https://railway.app/template/yRrAyL?referralCode=vogKPF)
+
+#### 手動部署
+
+直接使用發行版運行，查看文件[手動部署](https://docs.langbot.app/zh/deploy/langbot/manual.html)。
+
+## 😎 保持更新
+
+點擊倉庫右上角 Star 和 Watch 按鈕，獲取最新動態。
+
+![star gif](https://docs.langbot.app/star.gif)
+
+## ✨ 特性
+
+- 💬 大模型對話、Agent：支援多種大模型，適配群聊和私聊；具有多輪對話、工具調用、多模態、流式輸出能力，自帶 RAG（知識庫）實現，並深度適配 [Dify](https://dify.ai)。
+- 🤖 多平台支援：目前支援 QQ、QQ頻道、企業微信、個人微信、飛書、Discord、Telegram 等平台。
+- 🛠️ 高穩定性、功能完備：原生支援訪問控制、限速、敏感詞過濾等機制；配置簡單，支援多種部署方式。支援多流水線配置，不同機器人用於不同應用場景。
+- 🧩 外掛擴展、活躍社群：支援事件驅動、組件擴展等外掛機制；適配 Anthropic [MCP 協議](https://modelcontextprotocol.io/)；目前已有數百個外掛。
+- 😻 Web 管理面板：支援通過瀏覽器管理 LangBot 實例，不再需要手動編寫配置文件。
+
+詳細規格特性請訪問[文件](https://docs.langbot.app/zh/insight/features.html)。
+
+或訪問 demo 環境：https://demo.langbot.dev/  
+  - 登入資訊：郵箱：`demo@langbot.app` 密碼：`langbot123456`
+  - 注意：僅展示 WebUI 效果，公開環境，請不要在其中填入您的任何敏感資訊。
+
+### 訊息平台
+
+| 平台 | 狀態 | 備註 |
+| --- | --- | --- |
+| QQ 個人號 | ✅ | QQ 個人號私聊、群聊 |
+| QQ 官方機器人 | ✅ | QQ 官方機器人，支援頻道、私聊、群聊 |
+| 微信 | ✅ |  |
+| 企微對外客服 | ✅ |  |
+| 微信公眾號 | ✅ |  |
+| Lark | ✅ |  |
+| DingTalk | ✅ |  |
+| Discord | ✅ |  |
+| Telegram | ✅ |  |
+| Slack | ✅ |  |
+
+### 大模型能力
+
+| 模型 | 狀態 | 備註 |
+| --- | --- | --- |
+| [OpenAI](https://platform.openai.com/) | ✅ | 可接入任何 OpenAI 介面格式模型 |
+| [DeepSeek](https://www.deepseek.com/) | ✅ |  |
+| [Moonshot](https://www.moonshot.cn/) | ✅ |  |
+| [Anthropic](https://www.anthropic.com/) | ✅ |  |
+| [xAI](https://x.ai/) | ✅ |  |
+| [智譜AI](https://open.bigmodel.cn/) | ✅ |  |
+| [勝算雲](https://www.shengsuanyun.com/?from=CH_KYIPP758) | ✅ | 大模型和 GPU 資源平台 |
+| [優雲智算](https://www.compshare.cn/?ytag=GPU_YY-gh_langbot) | ✅ | 大模型和 GPU 資源平台 |
+| [PPIO](https://ppinfra.com/user/register?invited_by=QJKFYD&utm_source=github_langbot) | ✅ | 大模型和 GPU 資源平台 |
+| [302.AI](https://share.302.ai/SuTG99) | ✅ | 大模型聚合平台 |
+| [Google Gemini](https://aistudio.google.com/prompts/new_chat) | ✅ | |
+| [Dify](https://dify.ai) | ✅ | LLMOps 平台 |
+| [Ollama](https://ollama.com/) | ✅ | 本地大模型運行平台 |
+| [LMStudio](https://lmstudio.ai/) | ✅ | 本地大模型運行平台 |
+| [GiteeAI](https://ai.gitee.com/) | ✅ | 大模型介面聚合平台 |
+| [SiliconFlow](https://siliconflow.cn/) | ✅ | 大模型聚合平台 |
+| [阿里雲百煉](https://bailian.console.aliyun.com/) | ✅ | 大模型聚合平台, LLMOps 平台 |
+| [火山方舟](https://console.volcengine.com/ark/region:ark+cn-beijing/model?vendor=Bytedance&view=LIST_VIEW) | ✅ | 大模型聚合平台, LLMOps 平台 |
+| [ModelScope](https://modelscope.cn/docs/model-service/API-Inference/intro) | ✅ | 大模型聚合平台 |
+| [MCP](https://modelcontextprotocol.io/) | ✅ | 支援通過 MCP 協議獲取工具 |
+
+### TTS
+
+| 平台/模型 | 備註 |
+| --- | --- |
+| [FishAudio](https://fish.audio/zh-CN/discovery/) | [外掛](https://github.com/the-lazy-me/NewChatVoice) |
+| [海豚 AI](https://www.ttson.cn/?source=thelazy) | [外掛](https://github.com/the-lazy-me/NewChatVoice) |
+| [AzureTTS](https://portal.azure.com/) | [外掛](https://github.com/Ingnaryk/LangBot_AzureTTS) |
+
+### 文生圖
+
+| 平台/模型 | 備註 |
+| --- | --- |
+| 阿里雲百煉 | [外掛](https://github.com/Thetail001/LangBot_BailianTextToImagePlugin)
+
+## 😘 社群貢獻
+
+感謝以下[程式碼貢獻者](https://github.com/langbot-app/LangBot/graphs/contributors)和社群裡其他成員對 LangBot 的貢獻：
+
+<a href="https://github.com/langbot-app/LangBot/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=langbot-app/LangBot" />
+</a> 

libs/dingtalk_api/api.py

@@ -253,6 +253,43 @@ class DingTalkClient:
             await self.logger.error(f'failed to send proactive massage to group: {traceback.format_exc()}')
             raise Exception(f'failed to send proactive massage to group: {traceback.format_exc()}')
 
+    async def create_and_card(
+        self, temp_card_id: str, incoming_message: dingtalk_stream.ChatbotMessage, quote_origin: bool = False
+    ):
+        content_key = 'content'
+        card_data = {content_key: ''}
+
+        card_instance = dingtalk_stream.AICardReplier(self.client, incoming_message)
+        # print(card_instance)
+        # 先投放卡片: https://open.dingtalk.com/document/orgapp/create-and-deliver-cards
+        card_instance_id = await card_instance.async_create_and_deliver_card(
+            temp_card_id,
+            card_data,
+        )
+        return card_instance, card_instance_id
+
+    async def send_card_message(self, card_instance, card_instance_id: str, content: str, is_final: bool):
+        content_key = 'content'
+        try:
+            await card_instance.async_streaming(
+                card_instance_id,
+                content_key=content_key,
+                content_value=content,
+                append=False,
+                finished=is_final,
+                failed=False,
+            )
+        except Exception as e:
+            self.logger.exception(e)
+            await card_instance.async_streaming(
+                card_instance_id,
+                content_key=content_key,
+                content_value='',
+                append=False,
+                finished=is_final,
+                failed=True,
+            )
+
     async def start(self):
         """启动 WebSocket 连接，监听消息"""
         await self.client.start()

libs/qq_official_api/api.py

@@ -104,7 +104,7 @@ class QQOfficialClient:
             return {'code': 0, 'message': 'success'}
 
         except Exception as e:
-            await self.logger.error(f"Error in handle_callback_request: {traceback.format_exc()}")
+            await self.logger.error(f'Error in handle_callback_request: {traceback.format_exc()}')
             return {'error': str(e)}, 400
 
     async def run_task(self, host: str, port: int, *args, **kwargs):
@@ -168,7 +168,6 @@ class QQOfficialClient:
         if not await self.check_access_token():
             await self.get_access_token()
 
-
         url = self.base_url + '/v2/users/' + user_openid + '/messages'
         async with httpx.AsyncClient() as client:
             headers = {
@@ -193,7 +192,6 @@ class QQOfficialClient:
         if not await self.check_access_token():
             await self.get_access_token()
 
-
         url = self.base_url + '/v2/groups/' + group_openid + '/messages'
         async with httpx.AsyncClient() as client:
             headers = {
@@ -209,7 +207,7 @@ class QQOfficialClient:
             if response.status_code == 200:
                 return
             else:
-                await self.logger.error(f"发送群聊消息失败:{response.json()}")
+                await self.logger.error(f'发送群聊消息失败:{response.json()}')
                 raise Exception(response.read().decode())
 
     async def send_channle_group_text_msg(self, channel_id: str, content: str, msg_id: str):
@@ -217,7 +215,6 @@ class QQOfficialClient:
         if not await self.check_access_token():
             await self.get_access_token()
 
-
         url = self.base_url + '/channels/' + channel_id + '/messages'
         async with httpx.AsyncClient() as client:
             headers = {
@@ -240,7 +237,6 @@ class QQOfficialClient:
         """发送频道私聊消息"""
         if not await self.check_access_token():
             await self.get_access_token()
-        
 
         url = self.base_url + '/dms/' + guild_id + '/messages'
         async with httpx.AsyncClient() as client:

libs/slack_api/api.py

@@ -34,7 +34,6 @@ class SlackClient:
 
             if self.bot_user_id and bot_user_id == self.bot_user_id:
                 return jsonify({'status': 'ok'})
-            
 
             # 处理私信
             if data and data.get('event', {}).get('channel_type') in ['im']:
@@ -52,7 +51,7 @@ class SlackClient:
             return jsonify({'status': 'ok'})
 
         except Exception as e:
-            await self.logger.error(f"Error in handle_callback_request: {traceback.format_exc()}")
+            await self.logger.error(f'Error in handle_callback_request: {traceback.format_exc()}')
             raise (e)
 
     async def _handle_message(self, event: SlackEvent):
@@ -82,7 +81,7 @@ class SlackClient:
                 self.bot_user_id = response['message']['bot_id']
             return
         except Exception as e:
-            await self.logger.error(f"Error in send_message: {e}")
+            await self.logger.error(f'Error in send_message: {e}')
             raise e
 
     async def send_message_to_one(self, text: str, user_id: str):
@@ -93,7 +92,7 @@ class SlackClient:
 
             return
         except Exception as e:
-            await self.logger.error(f"Error in send_message: {traceback.format_exc()}")
+            await self.logger.error(f'Error in send_message: {traceback.format_exc()}')
             raise e
 
     async def run_task(self, host: str, port: int, *args, **kwargs):

libs/wechatpad_api/__init__.py

@@ -1 +1 @@
-from .client import WeChatPadClient
+from .client import WeChatPadClient as WeChatPadClient

libs/wechatpad_api/api/chatroom.py

@@ -1,4 +1,4 @@
-from libs.wechatpad_api.util.http_util import async_request, post_json
+from libs.wechatpad_api.util.http_util import post_json
 
 
 class ChatRoomApi:
@@ -7,8 +7,6 @@ class ChatRoomApi:
         self.token = token
 
     def get_chatroom_member_detail(self, chatroom_name):
-        params = {
-            "ChatRoomName": chatroom_name
-        }
+        params = {'ChatRoomName': chatroom_name}
         url = self.base_url + '/group/GetChatroomMemberDetail'
         return post_json(url, token=self.token, data=params)

libs/wechatpad_api/api/downloadpai.py

@@ -1,32 +1,23 @@
-from libs.wechatpad_api.util.http_util import async_request, post_json
+from libs.wechatpad_api.util.http_util import post_json
 import httpx
 import base64
 
+
 class DownloadApi:
     def __init__(self, base_url, token):
         self.base_url = base_url
         self.token = token
 
     def send_download(self, aeskey, file_type, file_url):
-        json_data = {
-                  "AesKey": aeskey,
-                  "FileType": file_type,
-                  "FileURL": file_url
-                }
-        url = self.base_url + "/message/SendCdnDownload"
+        json_data = {'AesKey': aeskey, 'FileType': file_type, 'FileURL': file_url}
+        url = self.base_url + '/message/SendCdnDownload'
         return post_json(url, token=self.token, data=json_data)
 
-    def get_msg_voice(self,buf_id, length, new_msgid):
-        json_data = {
-            "Bufid": buf_id,
-            "Length": length,
-            "NewMsgId": new_msgid,
-            "ToUserName": ""
-        }
-        url = self.base_url + "/message/GetMsgVoice"
+    def get_msg_voice(self, buf_id, length, new_msgid):
+        json_data = {'Bufid': buf_id, 'Length': length, 'NewMsgId': new_msgid, 'ToUserName': ''}
+        url = self.base_url + '/message/GetMsgVoice'
         return post_json(url, token=self.token, data=json_data)
 
-
     async def download_url_to_base64(self, download_url):
         async with httpx.AsyncClient() as client:
             response = await client.get(download_url)
@@ -36,4 +27,4 @@ class DownloadApi:
                 base64_str = base64.b64encode(file_bytes).decode('utf-8')  # 返回字符串格式
                 return base64_str
             else:
-                raise Exception('获取文件失败')
+                raise Exception('获取文件失败')

libs/wechatpad_api/api/friend.py

@@ -1,11 +1,6 @@
-from libs.wechatpad_api.util.http_util import post_json,async_request
-from typing import List, Dict, Any, Optional
-
-
 class FriendApi:
     """联系人API类，处理所有与联系人相关的操作"""
 
     def __init__(self, base_url: str, token: str):
         self.base_url = base_url
         self.token = token
-

libs/wechatpad_api/api/login.py

@@ -1,37 +1,34 @@
-from libs.wechatpad_api.util.http_util import async_request,post_json,get_json
+from libs.wechatpad_api.util.http_util import post_json, get_json
 
 
 class LoginApi:
     def __init__(self, base_url: str, token: str = None, admin_key: str = None):
-        '''
+        """
 
         Args:
             base_url: 原始路径
             token: token
             admin_key: 管理员key
-        '''
+        """
         self.base_url = base_url
         self.token = token
         # self.admin_key = admin_key
 
-    def get_token(self, admin_key, day: int=365):
+    def get_token(self, admin_key, day: int = 365):
         # 获取普通token
-        url = f"{self.base_url}/admin/GenAuthKey1"
-        json_data = {
-                "Count": 1,
-                "Days": day
-            }
+        url = f'{self.base_url}/admin/GenAuthKey1'
+        json_data = {'Count': 1, 'Days': day}
         return post_json(base_url=url, token=admin_key, data=json_data)
 
-    def get_login_qr(self, Proxy: str = ""):
-        '''
+    def get_login_qr(self, Proxy: str = ''):
+        """
 
         Args:
             Proxy:异地使用时代理
 
         Returns:json数据
 
-        '''
+        """
         """
         
         {
@@ -49,54 +46,37 @@ class LoginApi:
 }
         
         """
-        #获取登录二维码
-        url = f"{self.base_url}/login/GetLoginQrCodeNew"
+        # 获取登录二维码
+        url = f'{self.base_url}/login/GetLoginQrCodeNew'
         check = False
-        if Proxy != "":
+        if Proxy != '':
             check = True
-        json_data = {
-              "Check": check,
-              "Proxy": Proxy
-            }
+        json_data = {'Check': check, 'Proxy': Proxy}
         return post_json(base_url=url, token=self.token, data=json_data)
 
-
     def get_login_status(self):
         # 获取登录状态
         url = f'{self.base_url}/login/GetLoginStatus'
         return get_json(base_url=url, token=self.token)
 
-
-
     def logout(self):
         # 退出登录
         url = f'{self.base_url}/login/LogOut'
         return post_json(base_url=url, token=self.token)
 
-
-
-
-    def wake_up_login(self, Proxy: str = ""):
+    def wake_up_login(self, Proxy: str = ''):
         # 唤醒登录
         url = f'{self.base_url}/login/WakeUpLogin'
         check = False
-        if Proxy != "":
+        if Proxy != '':
             check = True
-        json_data = {
-            "Check": check,
-            "Proxy": ""
-        }
+        json_data = {'Check': check, 'Proxy': ''}
 
         return post_json(base_url=url, token=self.token, data=json_data)
 
-
-
-    def login(self,admin_key):
+    def login(self, admin_key):
         login_status = self.get_login_status()
-        if login_status["Code"] == 300 and login_status["Text"] == "你已退出微信":
-            print("token已经失效，重新获取")
+        if login_status['Code'] == 300 and login_status['Text'] == '你已退出微信':
+            print('token已经失效，重新获取')
             token_data = self.get_token(admin_key)
-            self.token = token_data["Data"][0]
-
-
-
+            self.token = token_data['Data'][0]

libs/wechatpad_api/api/message.py

@@ -1,5 +1,4 @@
-
-from libs.wechatpad_api.util.http_util import async_request, post_json
+from libs.wechatpad_api.util.http_util import post_json
 
 
 class MessageApi:
@@ -7,8 +6,8 @@ class MessageApi:
         self.base_url = base_url
         self.token = token
 
-    def post_text(self, to_wxid, content, ats: list= []):
-        '''
+    def post_text(self, to_wxid, content, ats: list = []):
+        """
 
         Args:
             app_id: 微信id
@@ -18,106 +17,64 @@ class MessageApi:
 
         Returns:
 
-        '''
-        url = self.base_url + "/message/SendTextMessage"
+        """
+        url = self.base_url + '/message/SendTextMessage'
         """发送文字消息"""
         json_data = {
-                      "MsgItem": [
-                        {
-                          "AtWxIDList": ats,
-                          "ImageContent": "",
-                          "MsgType": 0,
-                          "TextContent": content,
-                          "ToUserName": to_wxid
-                        }
-                      ]
-                    }
-        return  post_json(base_url=url, token=self.token, data=json_data)
+            'MsgItem': [
+                {'AtWxIDList': ats, 'ImageContent': '', 'MsgType': 0, 'TextContent': content, 'ToUserName': to_wxid}
+            ]
+        }
+        return post_json(base_url=url, token=self.token, data=json_data)
 
-
-
-
-    def post_image(self, to_wxid, img_url, ats: list= []):
+    def post_image(self, to_wxid, img_url, ats: list = []):
         """发送图片消息"""
         # 这里好像可以尝试发送多个暂时未测试
         json_data = {
-            "MsgItem": [
-                {
-                    "AtWxIDList": ats,
-                    "ImageContent": img_url,
-                    "MsgType": 0,
-                    "TextContent": '',
-                    "ToUserName": to_wxid
-                }
+            'MsgItem': [
+                {'AtWxIDList': ats, 'ImageContent': img_url, 'MsgType': 0, 'TextContent': '', 'ToUserName': to_wxid}
             ]
         }
-        url = self.base_url + "/message/SendImageMessage"
+        url = self.base_url + '/message/SendImageMessage'
         return post_json(base_url=url, token=self.token, data=json_data)
 
     def post_voice(self, to_wxid, voice_data, voice_forma, voice_duration):
         """发送语音消息"""
         json_data = {
-            "ToUserName": to_wxid,
-            "VoiceData": voice_data,
-            "VoiceFormat": voice_forma,
-            "VoiceSecond": voice_duration
+            'ToUserName': to_wxid,
+            'VoiceData': voice_data,
+            'VoiceFormat': voice_forma,
+            'VoiceSecond': voice_duration,
         }
-        url = self.base_url + "/message/SendVoice"
+        url = self.base_url + '/message/SendVoice'
         return post_json(base_url=url, token=self.token, data=json_data)
 
-
-
-
-
     def post_name_card(self, alias, to_wxid, nick_name, name_card_wxid, flag):
         """发送名片消息"""
         param = {
-                "CardAlias": alias,
-                "CardFlag": flag,
-                "CardNickName": nick_name,
-                "CardWxId": name_card_wxid,
-                "ToUserName": to_wxid
+            'CardAlias': alias,
+            'CardFlag': flag,
+            'CardNickName': nick_name,
+            'CardWxId': name_card_wxid,
+            'ToUserName': to_wxid,
         }
-        url = f"{self.base_url}/message/ShareCardMessage"
+        url = f'{self.base_url}/message/ShareCardMessage'
         return post_json(base_url=url, token=self.token, data=param)
 
-    def post_emoji(self, to_wxid, emoji_md5, emoji_size:int=0):
+    def post_emoji(self, to_wxid, emoji_md5, emoji_size: int = 0):
         """发送emoji消息"""
-        json_data = {
-            "EmojiList": [
-                {
-                    "EmojiMd5": emoji_md5,
-                    "EmojiSize": emoji_size,
-                    "ToUserName": to_wxid
-                }
-            ]
-        }
-        url = f"{self.base_url}/message/SendEmojiMessage"
+        json_data = {'EmojiList': [{'EmojiMd5': emoji_md5, 'EmojiSize': emoji_size, 'ToUserName': to_wxid}]}
+        url = f'{self.base_url}/message/SendEmojiMessage'
         return post_json(base_url=url, token=self.token, data=json_data)
 
-    def post_app_msg(self, to_wxid,xml_data, contenttype:int=0):
+    def post_app_msg(self, to_wxid, xml_data, contenttype: int = 0):
         """发送appmsg消息"""
-        json_data = {
-            "AppList": [
-                {
-                    "ContentType": contenttype,
-                    "ContentXML": xml_data,
-                    "ToUserName": to_wxid
-                }
-            ]
-        }
-        url = f"{self.base_url}/message/SendAppMessage"
+        json_data = {'AppList': [{'ContentType': contenttype, 'ContentXML': xml_data, 'ToUserName': to_wxid}]}
+        url = f'{self.base_url}/message/SendAppMessage'
         return post_json(base_url=url, token=self.token, data=json_data)
 
-
-
     def revoke_msg(self, to_wxid, msg_id, new_msg_id, create_time):
         """撤回消息"""
-        param = {
-              "ClientMsgId": msg_id,
-              "CreateTime": create_time,
-              "NewMsgId": new_msg_id,
-              "ToUserName": to_wxid
-            }
-        url = f"{self.base_url}/message/RevokeMsg"
-        return post_json(base_url=url, token=self.token, data=param)
+        param = {'ClientMsgId': msg_id, 'CreateTime': create_time, 'NewMsgId': new_msg_id, 'ToUserName': to_wxid}
+        url = f'{self.base_url}/message/RevokeMsg'
+        return post_json(base_url=url, token=self.token, data=param)

libs/wechatpad_api/api/user.py

@@ -12,12 +12,9 @@ class UserApi:
 
         return get_json(base_url=url, token=self.token)
 
-    def get_qr_code(self, recover:bool=True, style:int=8):
+    def get_qr_code(self, recover: bool = True, style: int = 8):
         """获取自己的二维码"""
-        param = {
-              "Recover": recover,
-              "Style": style
-            }
+        param = {'Recover': recover, 'Style': style}
         url = f'{self.base_url}/user/GetMyQRCode'
         return post_json(base_url=url, token=self.token, data=param)
 
@@ -26,12 +23,8 @@ class UserApi:
         url = f'{self.base_url}/equipment/GetSafetyInfo'
         return post_json(base_url=url, token=self.token)
 
-
-
-    async def update_head_img(self,  head_img_base64):
+    async def update_head_img(self, head_img_base64):
         """修改头像"""
-        param = {
-              "Base64": head_img_base64
-            }
+        param = {'Base64': head_img_base64}
         url = f'{self.base_url}/user/UploadHeadImage'
-        return await async_request(base_url=url, token_key=self.token, json=param)
+        return await async_request(base_url=url, token_key=self.token, json=param)

libs/wechatpad_api/client.py

@@ -1,4 +1,3 @@
-
 from libs.wechatpad_api.api.login import LoginApi
 from libs.wechatpad_api.api.friend import FriendApi
 from libs.wechatpad_api.api.message import MessageApi
@@ -7,9 +6,6 @@ from libs.wechatpad_api.api.downloadpai import DownloadApi
 from libs.wechatpad_api.api.chatroom import ChatRoomApi
 
 
-
-
-
 class WeChatPadClient:
     def __init__(self, base_url, token, logger=None):
         self._login_api = LoginApi(base_url, token)
@@ -20,16 +16,16 @@ class WeChatPadClient:
         self._chatroom_api = ChatRoomApi(base_url, token)
         self.logger = logger
 
-    def get_token(self,admin_key, day: int):
-        '''获取token'''
+    def get_token(self, admin_key, day: int):
+        """获取token"""
         return self._login_api.get_token(admin_key, day)
 
-    def get_login_qr(self, Proxy:str=""):
+    def get_login_qr(self, Proxy: str = ''):
         """登录二维码"""
         return self._login_api.get_login_qr(Proxy=Proxy)
 
-    def awaken_login(self, Proxy:str=""):
-        '''唤醒登录'''
+    def awaken_login(self, Proxy: str = ''):
+        """唤醒登录"""
         return self._login_api.wake_up_login(Proxy=Proxy)
 
     def log_out(self):
@@ -40,59 +36,57 @@ class WeChatPadClient:
         """获取登录状态"""
         return self._login_api.get_login_status()
 
-    def send_text_message(self, to_wxid, message, ats: list=[]):
+    def send_text_message(self, to_wxid, message, ats: list = []):
         """发送文本消息"""
-        return  self._message_api.post_text(to_wxid, message, ats)
+        return self._message_api.post_text(to_wxid, message, ats)
 
-    def send_image_message(self, to_wxid, img_url, ats: list=[]):
+    def send_image_message(self, to_wxid, img_url, ats: list = []):
         """发送图片消息"""
-        return  self._message_api.post_image(to_wxid, img_url, ats)
+        return self._message_api.post_image(to_wxid, img_url, ats)
 
     def send_voice_message(self, to_wxid, voice_data, voice_forma, voice_duration):
         """发送音频消息"""
-        return  self._message_api.post_voice(to_wxid, voice_data, voice_forma, voice_duration)
+        return self._message_api.post_voice(to_wxid, voice_data, voice_forma, voice_duration)
 
     def send_app_message(self, to_wxid, app_message, type):
         """发送app消息"""
-        return  self._message_api.post_app_msg(to_wxid, app_message, type)
+        return self._message_api.post_app_msg(to_wxid, app_message, type)
 
     def send_emoji_message(self, to_wxid, emoji_md5, emoji_size):
         """发送emoji消息"""
-        return  self._message_api.post_emoji(to_wxid,emoji_md5,emoji_size)
+        return self._message_api.post_emoji(to_wxid, emoji_md5, emoji_size)
 
     def revoke_msg(self, to_wxid, msg_id, new_msg_id, create_time):
         """撤回消息"""
-        return  self._message_api.revoke_msg(to_wxid, msg_id, new_msg_id, create_time)
+        return self._message_api.revoke_msg(to_wxid, msg_id, new_msg_id, create_time)
 
     def get_profile(self):
         """获取用户信息"""
         return self._user_api.get_profile()
 
-    def get_qr_code(self, recover:bool=True, style:int=8):
+    def get_qr_code(self, recover: bool = True, style: int = 8):
         """获取用户二维码"""
-        return  self._user_api.get_qr_code(recover=recover, style=style)
+        return self._user_api.get_qr_code(recover=recover, style=style)
 
     def get_safety_info(self):
         """获取设备信息"""
-        return  self._user_api.get_safety_info()
+        return self._user_api.get_safety_info()
 
-    def update_head_img(self,  head_img_base64):
+    def update_head_img(self, head_img_base64):
         """上传用户头像"""
-        return  self._user_api.update_head_img(head_img_base64)
+        return self._user_api.update_head_img(head_img_base64)
 
     def cdn_download(self, aeskey, file_type, file_url):
         """cdn下载"""
-        return self._download_api.send_download( aeskey, file_type, file_url)
+        return self._download_api.send_download(aeskey, file_type, file_url)
 
-    def get_msg_voice(self,buf_id, length, msgid):
+    def get_msg_voice(self, buf_id, length, msgid):
         """下载语音"""
         return self._download_api.get_msg_voice(buf_id, length, msgid)
 
-    async def download_base64(self,url):
+    async def download_base64(self, url):
         return await self._download_api.download_url_to_base64(download_url=url)
 
     def get_chatroom_member_detail(self, chatroom_name):
         """查看群成员详情"""
         return self._chatroom_api.get_chatroom_member_detail(chatroom_name)
-
-

libs/wechatpad_api/util/http_util.py

@@ -1,10 +1,9 @@
 import requests
+import aiohttp
+
 
 def post_json(base_url, token, data=None):
-    headers = {
-        'Content-Type': 'application/json'
-    }
-
+    headers = {'Content-Type': 'application/json'}
 
     url = base_url + f'?key={token}'
 
@@ -18,14 +17,12 @@ def post_json(base_url, token, data=None):
         else:
             raise RuntimeError(response.text)
     except Exception as e:
-        print(f"http请求失败, url={url}, exception={e}")
+        print(f'http请求失败, url={url}, exception={e}')
         raise RuntimeError(str(e))
 
-def get_json(base_url, token):
-    headers = {
-        'Content-Type': 'application/json'
-    }
 
+def get_json(base_url, token):
+    headers = {'Content-Type': 'application/json'}
 
     url = base_url + f'?key={token}'
 
@@ -39,21 +36,18 @@ def get_json(base_url, token):
         else:
             raise RuntimeError(response.text)
     except Exception as e:
-        print(f"http请求失败, url={url}, exception={e}")
+        print(f'http请求失败, url={url}, exception={e}')
         raise RuntimeError(str(e))
 
-import aiohttp
-import asyncio
-
 
 async def async_request(
-        base_url: str,
-        token_key: str,
-        method: str = 'POST',
-        params: dict = None,
-        # headers: dict = None,
-        data: dict = None,
-        json: dict = None
+    base_url: str,
+    token_key: str,
+    method: str = 'POST',
+    params: dict = None,
+    # headers: dict = None,
+    data: dict = None,
+    json: dict = None,
 ):
     """
     通用异步请求函数
@@ -67,18 +61,11 @@ async def async_request(
     :param json: JSON数据
     :return: 响应文本
     """
-    headers = {
-        'Content-Type': 'application/json'
-    }
-    url = f"{base_url}?key={token_key}"
+    headers = {'Content-Type': 'application/json'}
+    url = f'{base_url}?key={token_key}'
     async with aiohttp.ClientSession() as session:
         async with session.request(
-                method=method,
-                url=url,
-                params=params,
-                headers=headers,
-                data=data,
-                json=json
+            method=method, url=url, params=params, headers=headers, data=data, json=json
         ) as response:
             response.raise_for_status()  # 如果状态码不是200，抛出异常
             result = await response.json()
@@ -89,4 +76,3 @@ async def async_request(
             #     return await result
             # else:
             #     raise RuntimeError("请求失败",response.text)
-

libs/wechatpad_api/util/terminal_printer.py

@@ -1,31 +1,34 @@
 import qrcode
 
+
 def print_green(text):
-    print(f"\033[32m{text}\033[0m")
+    print(f'\033[32m{text}\033[0m')
+
 
 def print_yellow(text):
-    print(f"\033[33m{text}\033[0m")
+    print(f'\033[33m{text}\033[0m')
+
 
 def print_red(text):
-    print(f"\033[31m{text}\033[0m")
+    print(f'\033[31m{text}\033[0m')
+
 
 def make_and_print_qr(url):
     """生成并打印二维码
-    
+
     Args:
         url: 需要生成二维码的URL字符串
-        
+
     Returns:
         None
-        
+
     功能:
         1. 在终端打印二维码的ASCII图形
         2. 同时提供在线二维码生成链接作为备选
     """
-    print_green("请扫描下方二维码登录")
+    print_green('请扫描下方二维码登录')
     qr = qrcode.QRCode()
     qr.add_data(url)
     qr.make()
     qr.print_ascii(invert=True)
-    print_green(f"也可以访问下方链接获取二维码:\nhttps://api.qrserver.com/v1/create-qr-code/?data={url}")
-
+    print_green(f'也可以访问下方链接获取二维码:\nhttps://api.qrserver.com/v1/create-qr-code/?data={url}')

libs/wecom_api/api.py

@@ -57,7 +57,7 @@ class WecomClient:
             if 'access_token' in data:
                 return data['access_token']
             else:
-                await self.logger.error(f"获取accesstoken失败:{response.json()}")
+                await self.logger.error(f'获取accesstoken失败:{response.json()}')
                 raise Exception(f'未获取access token: {data}')
 
     async def get_users(self):
@@ -129,7 +129,7 @@ class WecomClient:
                 response = await client.post(url, json=params)
                 data = response.json()
             except Exception as e:
-                await self.logger.error(f"发送图片失败:{data}")
+                await self.logger.error(f'发送图片失败:{data}')
                 raise Exception('Failed to send image: ' + str(e))
 
             # 企业微信错误码40014和42001，代表accesstoken问题
@@ -164,7 +164,7 @@ class WecomClient:
                 self.access_token = await self.get_access_token(self.secret)
                 return await self.send_private_msg(user_id, agent_id, content)
             if data['errcode'] != 0:
-                await self.logger.error(f"发送消息失败:{data}")
+                await self.logger.error(f'发送消息失败:{data}')
                 raise Exception('Failed to send message: ' + str(data))
 
     async def handle_callback_request(self):
@@ -181,7 +181,7 @@ class WecomClient:
                 echostr = request.args.get('echostr')
                 ret, reply_echo_str = wxcpt.VerifyURL(msg_signature, timestamp, nonce, echostr)
                 if ret != 0:
-                    await self.logger.error("验证失败")
+                    await self.logger.error('验证失败')
                     raise Exception(f'验证失败，错误码: {ret}')
                 return reply_echo_str
 
@@ -189,9 +189,8 @@ class WecomClient:
                 encrypt_msg = await request.data
                 ret, xml_msg = wxcpt.DecryptMsg(encrypt_msg, msg_signature, timestamp, nonce)
                 if ret != 0:
-                    await self.logger.error("消息解密失败")
+                    await self.logger.error('消息解密失败')
                     raise Exception(f'消息解密失败，错误码: {ret}')
-                
 
                 # 解析消息并处理
                 message_data = await self.get_message(xml_msg)
@@ -202,7 +201,7 @@ class WecomClient:
 
                 return 'success'
         except Exception as e:
-            await self.logger.error(f"Error in handle_callback_request: {traceback.format_exc()}")
+            await self.logger.error(f'Error in handle_callback_request: {traceback.format_exc()}')
             return f'Error processing request: {str(e)}', 400
 
     async def run_task(self, host: str, port: int, *args, **kwargs):
@@ -301,7 +300,7 @@ class WecomClient:
             except binascii.Error as e:
                 raise ValueError(f'Invalid base64 string: {str(e)}')
         else:
-            await self.logger.error("Image对象出错")
+            await self.logger.error('Image对象出错')
             raise ValueError('image对象出错')
 
         # 设置 multipart/form-data 格式的文件
@@ -325,7 +324,7 @@ class WecomClient:
                 self.access_token = await self.get_access_token(self.secret)
                 media_id = await self.upload_to_work(image)
             if data.get('errcode', 0) != 0:
-                await self.logger.error(f"上传图片失败:{data}")
+                await self.logger.error(f'上传图片失败:{data}')
                 raise Exception('failed to upload file')
 
             media_id = data.get('media_id')

libs/wecom_customer_service_api/api.py

@@ -187,7 +187,7 @@ class WecomCSClient:
                 self.access_token = await self.get_access_token(self.secret)
                 return await self.send_text_msg(open_kfid, external_userid, msgid, content)
             if data['errcode'] != 0:
-                await self.logger.error(f"发送消息失败：{data}")
+                await self.logger.error(f'发送消息失败：{data}')
                 raise Exception('Failed to send message')
             return data
 
@@ -227,7 +227,7 @@ class WecomCSClient:
                 return 'success'
         except Exception as e:
             if self.logger:
-                await self.logger.error(f"Error in handle_callback_request: {traceback.format_exc()}")
+                await self.logger.error(f'Error in handle_callback_request: {traceback.format_exc()}')
             else:
                 traceback.print_exc()
             return f'Error processing request: {str(e)}', 400

main.py

@@ -11,7 +11,7 @@ asciiart = r"""
 |____\__,_|_||_\__, |___/\___/\__|
                |___/              
 
-⭐️ Open Source 开源地址: https://github.com/RockChinQ/LangBot
+⭐️ Open Source 开源地址: https://github.com/langbot-app/LangBot
 📖 Documentation 文档地址: https://docs.langbot.app
 """
 

pkg/api/http/controller/group.py

@@ -11,10 +11,10 @@ from ....core import app
 
 
 preregistered_groups: list[type[RouterGroup]] = []
-"""RouterGroup 的预注册列表"""
+"""Pre-registered list of RouterGroup"""
 
 
-def group_class(name: str, path: str) -> None:
+def group_class(name: str, path: str) -> typing.Callable[[typing.Type[RouterGroup]], typing.Type[RouterGroup]]:
     """注册一个 RouterGroup"""
 
     def decorator(cls: typing.Type[RouterGroup]) -> typing.Type[RouterGroup]:
@@ -27,7 +27,7 @@ def group_class(name: str, path: str) -> None:
 
 
 class AuthType(enum.Enum):
-    """认证类型"""
+    """Authentication type"""
 
     NONE = 'none'
     USER_TOKEN = 'user-token'
@@ -56,7 +56,7 @@ class RouterGroup(abc.ABC):
         auth_type: AuthType = AuthType.USER_TOKEN,
         **options: typing.Any,
     ) -> typing.Callable[[RouteCallable], RouteCallable]:  # decorator
-        """注册一个路由"""
+        """Register a route"""
 
         def decorator(f: RouteCallable) -> RouteCallable:
             nonlocal rule
@@ -64,11 +64,11 @@ class RouterGroup(abc.ABC):
 
             async def handler_error(*args, **kwargs):
                 if auth_type == AuthType.USER_TOKEN:
-                    # 从Authorization头中获取token
+                    # get token from Authorization header
                     token = quart.request.headers.get('Authorization', '').replace('Bearer ', '')
 
                     if not token:
-                        return self.http_status(401, -1, '未提供有效的用户令牌')
+                        return self.http_status(401, -1, 'No valid user token provided')
 
                     try:
                         user_email = await self.ap.user_service.verify_jwt_token(token)
@@ -76,9 +76,9 @@ class RouterGroup(abc.ABC):
                         # check if this account exists
                         user = await self.ap.user_service.get_user_by_email(user_email)
                         if not user:
-                            return self.http_status(401, -1, '用户不存在')
+                            return self.http_status(401, -1, 'User not found')
 
-                        # 检查f是否接受user_email参数
+                        # check if f accepts user_email parameter
                         if 'user_email' in f.__code__.co_varnames:
                             kwargs['user_email'] = user_email
                     except Exception as e:
@@ -86,10 +86,11 @@ class RouterGroup(abc.ABC):
 
                 try:
                     return await f(*args, **kwargs)
-                except Exception:  # 自动 500
+
+                except Exception as e:  # 自动 500
                     traceback.print_exc()
                     # return self.http_status(500, -2, str(e))
-                    return self.http_status(500, -2, 'internal server error')
+                    return self.http_status(500, -2, str(e))
 
             new_f = handler_error
             new_f.__name__ = (self.name + rule).replace('/', '__')
@@ -101,7 +102,7 @@ class RouterGroup(abc.ABC):
         return decorator
 
     def success(self, data: typing.Any = None) -> quart.Response:
-        """返回一个 200 响应"""
+        """Return a 200 response"""
         return quart.jsonify(
             {
                 'code': 0,
@@ -111,7 +112,7 @@ class RouterGroup(abc.ABC):
         )
 
     def fail(self, code: int, msg: str) -> quart.Response:
-        """返回一个异常响应"""
+        """Return an error response"""
 
         return quart.jsonify(
             {
@@ -120,6 +121,6 @@ class RouterGroup(abc.ABC):
             }
         )
 
-    def http_status(self, status: int, code: int, msg: str) -> quart.Response:
+    def http_status(self, status: int, code: int, msg: str) -> typing.Tuple[quart.Response, int]:
         """返回一个指定状态码的响应"""
-        return self.fail(code, msg), status
+        return (self.fail(code, msg), status)

pkg/api/http/controller/groups/files.py

@@ -2,6 +2,10 @@ from __future__ import annotations
 
 import quart
 import mimetypes
+import uuid
+import asyncio
+
+import quart.datastructures
 
 from .. import group
 
@@ -20,3 +24,23 @@ class FilesRouterGroup(group.RouterGroup):
                 mime_type = 'image/jpeg'
 
             return quart.Response(image_bytes, mimetype=mime_type)
+
+        @self.route('/documents', methods=['POST'], auth_type=group.AuthType.USER_TOKEN)
+        async def _() -> quart.Response:
+            request = quart.request
+            # get file bytes from 'file'
+            file = (await request.files)['file']
+            assert isinstance(file, quart.datastructures.FileStorage)
+
+            file_bytes = await asyncio.to_thread(file.stream.read)
+            extension = file.filename.split('.')[-1]
+            file_name = file.filename.split('.')[0]
+
+            file_key = file_name + '_' + str(uuid.uuid4())[:8] + '.' + extension
+            # save file to storage
+            await self.ap.storage_mgr.storage_provider.save(file_key, file_bytes)
+            return self.success(
+                data={
+                    'file_id': file_key,
+                }
+            )

pkg/api/http/controller/groups/knowledge/base.py

@@ -0,0 +1,90 @@
+import quart
+from ... import group
+
+
+@group.group_class('knowledge_base', '/api/v1/knowledge/bases')
+class KnowledgeBaseRouterGroup(group.RouterGroup):
+    async def initialize(self) -> None:
+        @self.route('', methods=['POST', 'GET'])
+        async def handle_knowledge_bases() -> quart.Response:
+            if quart.request.method == 'GET':
+                knowledge_bases = await self.ap.knowledge_service.get_knowledge_bases()
+                return self.success(data={'bases': knowledge_bases})
+
+            elif quart.request.method == 'POST':
+                json_data = await quart.request.json
+                knowledge_base_uuid = await self.ap.knowledge_service.create_knowledge_base(json_data)
+                return self.success(data={'uuid': knowledge_base_uuid})
+
+            return self.http_status(405, -1, 'Method not allowed')
+
+        @self.route(
+            '/<knowledge_base_uuid>',
+            methods=['GET', 'DELETE', 'PUT'],
+        )
+        async def handle_specific_knowledge_base(knowledge_base_uuid: str) -> quart.Response:
+            if quart.request.method == 'GET':
+                knowledge_base = await self.ap.knowledge_service.get_knowledge_base(knowledge_base_uuid)
+
+                if knowledge_base is None:
+                    return self.http_status(404, -1, 'knowledge base not found')
+
+                return self.success(
+                    data={
+                        'base': knowledge_base,
+                    }
+                )
+
+            elif quart.request.method == 'PUT':
+                json_data = await quart.request.json
+                await self.ap.knowledge_service.update_knowledge_base(knowledge_base_uuid, json_data)
+                return self.success({})
+
+            elif quart.request.method == 'DELETE':
+                await self.ap.knowledge_service.delete_knowledge_base(knowledge_base_uuid)
+                return self.success({})
+
+        @self.route(
+            '/<knowledge_base_uuid>/files',
+            methods=['GET', 'POST'],
+        )
+        async def get_knowledge_base_files(knowledge_base_uuid: str) -> str:
+            if quart.request.method == 'GET':
+                files = await self.ap.knowledge_service.get_files_by_knowledge_base(knowledge_base_uuid)
+                return self.success(
+                    data={
+                        'files': files,
+                    }
+                )
+
+            elif quart.request.method == 'POST':
+                json_data = await quart.request.json
+                file_id = json_data.get('file_id')
+                if not file_id:
+                    return self.http_status(400, -1, 'File ID is required')
+
+                # 调用服务层方法将文件与知识库关联
+                task_id = await self.ap.knowledge_service.store_file(knowledge_base_uuid, file_id)
+                return self.success(
+                    {
+                        'task_id': task_id,
+                    }
+                )
+
+        @self.route(
+            '/<knowledge_base_uuid>/files/<file_id>',
+            methods=['DELETE'],
+        )
+        async def delete_specific_file_in_kb(file_id: str, knowledge_base_uuid: str) -> str:
+            await self.ap.knowledge_service.delete_file(knowledge_base_uuid, file_id)
+            return self.success({})
+
+        @self.route(
+            '/<knowledge_base_uuid>/retrieve',
+            methods=['POST'],
+        )
+        async def retrieve_knowledge_base(knowledge_base_uuid: str) -> str:
+            json_data = await quart.request.json
+            query = json_data.get('query')
+            results = await self.ap.knowledge_service.retrieve_knowledge_base(knowledge_base_uuid, query)
+            return self.success(data={'results': results})

pkg/api/http/controller/groups/pipelines/pipelines.py

@@ -11,7 +11,11 @@ class PipelinesRouterGroup(group.RouterGroup):
         @self.route('', methods=['GET', 'POST'])
         async def _() -> str:
             if quart.request.method == 'GET':
-                return self.success(data={'pipelines': await self.ap.pipeline_service.get_pipelines()})
+                sort_by = quart.request.args.get('sort_by', 'created_at')
+                sort_order = quart.request.args.get('sort_order', 'DESC')
+                return self.success(
+                    data={'pipelines': await self.ap.pipeline_service.get_pipelines(sort_by, sort_order)}
+                )
             elif quart.request.method == 'POST':
                 json_data = await quart.request.json
 

pkg/api/http/controller/groups/pipelines/webchat.py

@@ -1,3 +1,5 @@
+import json
+
 import quart
 
 from ... import group
@@ -8,11 +10,19 @@ class WebChatDebugRouterGroup(group.RouterGroup):
     async def initialize(self) -> None:
         @self.route('/send', methods=['POST'])
         async def send_message(pipeline_uuid: str) -> str:
-            """发送调试消息到流水线"""
+            """Send a message to the pipeline for debugging"""
+
+            async def stream_generator(generator):
+                yield 'data: {"type": "start"}\n\n'
+                async for message in generator:
+                    yield f'data: {json.dumps({"message": message})}\n\n'
+                yield 'data: {"type": "end"}\n\n'
+
             try:
                 data = await quart.request.get_json()
                 session_type = data.get('session_type', 'person')
                 message_chain_obj = data.get('message', [])
+                is_stream = data.get('is_stream', False)
 
                 if not message_chain_obj:
                     return self.http_status(400, -1, 'message is required')
@@ -25,20 +35,40 @@ class WebChatDebugRouterGroup(group.RouterGroup):
                 if not webchat_adapter:
                     return self.http_status(404, -1, 'WebChat adapter not found')
 
-                result = await webchat_adapter.send_webchat_message(pipeline_uuid, session_type, message_chain_obj)
-
-                return self.success(
-                    data={
-                        'message': result,
+                if is_stream:
+                    generator = webchat_adapter.send_webchat_message(
+                        pipeline_uuid, session_type, message_chain_obj, is_stream
+                    )
+                    # 设置正确的响应头
+                    headers = {
+                        'Content-Type': 'text/event-stream',
+                        'Transfer-Encoding': 'chunked',
+                        'Cache-Control': 'no-cache',
+                        'Connection': 'keep-alive'
                     }
-                )
+                    return quart.Response(stream_generator(generator), mimetype='text/event-stream',headers=headers)
+
+                else:  # non-stream
+                    result = None
+                    async for message in webchat_adapter.send_webchat_message(
+                        pipeline_uuid, session_type, message_chain_obj
+                    ):
+                        result = message
+                    if result is not None:
+                        return self.success(
+                            data={
+                                'message': result,
+                            }
+                        )
+                    else:
+                        return self.http_status(400, -1, 'message is required')
 
             except Exception as e:
                 return self.http_status(500, -1, f'Internal server error: {str(e)}')
 
         @self.route('/messages/<session_type>', methods=['GET'])
         async def get_messages(pipeline_uuid: str, session_type: str) -> str:
-            """获取调试消息历史"""
+            """Get the message history of the pipeline for debugging"""
             try:
                 if session_type not in ['person', 'group']:
                     return self.http_status(400, -1, 'session_type must be person or group')
@@ -57,7 +87,7 @@ class WebChatDebugRouterGroup(group.RouterGroup):
 
         @self.route('/reset/<session_type>', methods=['POST'])
         async def reset_session(session_type: str) -> str:
-            """重置调试会话"""
+            """Reset the debug session"""
             try:
                 if session_type not in ['person', 'group']:
                     return self.http_status(400, -1, 'session_type must be person or group')

pkg/api/http/controller/groups/plugins.py

@@ -40,7 +40,7 @@ class PluginsRouterGroup(group.RouterGroup):
                 self.ap.plugin_mgr.update_plugin(plugin_name, task_context=ctx),
                 kind='plugin-operation',
                 name=f'plugin-update-{plugin_name}',
-                label=f'更新插件 {plugin_name}',
+                label=f'Updating plugin {plugin_name}',
                 context=ctx,
             )
             return self.success(data={'task_id': wrapper.id})
@@ -62,7 +62,7 @@ class PluginsRouterGroup(group.RouterGroup):
                     self.ap.plugin_mgr.uninstall_plugin(plugin_name, task_context=ctx),
                     kind='plugin-operation',
                     name=f'plugin-remove-{plugin_name}',
-                    label=f'删除插件 {plugin_name}',
+                    label=f'Removing plugin {plugin_name}',
                     context=ctx,
                 )
 
@@ -102,7 +102,7 @@ class PluginsRouterGroup(group.RouterGroup):
                 self.ap.plugin_mgr.install_plugin(data['source'], task_context=ctx),
                 kind='plugin-operation',
                 name='plugin-install-github',
-                label=f'安装插件 ...{short_source_str}',
+                label=f'Installing plugin ...{short_source_str}',
                 context=ctx,
             )
 

pkg/api/http/controller/groups/provider/models.py

@@ -9,18 +9,18 @@ class LLMModelsRouterGroup(group.RouterGroup):
         @self.route('', methods=['GET', 'POST'])
         async def _() -> str:
             if quart.request.method == 'GET':
-                return self.success(data={'models': await self.ap.model_service.get_llm_models()})
+                return self.success(data={'models': await self.ap.llm_model_service.get_llm_models()})
             elif quart.request.method == 'POST':
                 json_data = await quart.request.json
 
-                model_uuid = await self.ap.model_service.create_llm_model(json_data)
+                model_uuid = await self.ap.llm_model_service.create_llm_model(json_data)
 
                 return self.success(data={'uuid': model_uuid})
 
         @self.route('/<model_uuid>', methods=['GET', 'PUT', 'DELETE'])
         async def _(model_uuid: str) -> str:
             if quart.request.method == 'GET':
-                model = await self.ap.model_service.get_llm_model(model_uuid)
+                model = await self.ap.llm_model_service.get_llm_model(model_uuid)
 
                 if model is None:
                     return self.http_status(404, -1, 'model not found')
@@ -29,11 +29,11 @@ class LLMModelsRouterGroup(group.RouterGroup):
             elif quart.request.method == 'PUT':
                 json_data = await quart.request.json
 
-                await self.ap.model_service.update_llm_model(model_uuid, json_data)
+                await self.ap.llm_model_service.update_llm_model(model_uuid, json_data)
 
                 return self.success()
             elif quart.request.method == 'DELETE':
-                await self.ap.model_service.delete_llm_model(model_uuid)
+                await self.ap.llm_model_service.delete_llm_model(model_uuid)
 
                 return self.success()
 
@@ -41,6 +41,49 @@ class LLMModelsRouterGroup(group.RouterGroup):
         async def _(model_uuid: str) -> str:
             json_data = await quart.request.json
 
-            await self.ap.model_service.test_llm_model(model_uuid, json_data)
+            await self.ap.llm_model_service.test_llm_model(model_uuid, json_data)
+
+            return self.success()
+
+
+@group.group_class('models/embedding', '/api/v1/provider/models/embedding')
+class EmbeddingModelsRouterGroup(group.RouterGroup):
+    async def initialize(self) -> None:
+        @self.route('', methods=['GET', 'POST'])
+        async def _() -> str:
+            if quart.request.method == 'GET':
+                return self.success(data={'models': await self.ap.embedding_models_service.get_embedding_models()})
+            elif quart.request.method == 'POST':
+                json_data = await quart.request.json
+
+                model_uuid = await self.ap.embedding_models_service.create_embedding_model(json_data)
+
+                return self.success(data={'uuid': model_uuid})
+
+        @self.route('/<model_uuid>', methods=['GET', 'PUT', 'DELETE'])
+        async def _(model_uuid: str) -> str:
+            if quart.request.method == 'GET':
+                model = await self.ap.embedding_models_service.get_embedding_model(model_uuid)
+
+                if model is None:
+                    return self.http_status(404, -1, 'model not found')
+
+                return self.success(data={'model': model})
+            elif quart.request.method == 'PUT':
+                json_data = await quart.request.json
+
+                await self.ap.embedding_models_service.update_embedding_model(model_uuid, json_data)
+
+                return self.success()
+            elif quart.request.method == 'DELETE':
+                await self.ap.embedding_models_service.delete_embedding_model(model_uuid)
+
+                return self.success()
+
+        @self.route('/<model_uuid>/test', methods=['POST'])
+        async def _(model_uuid: str) -> str:
+            json_data = await quart.request.json
+
+            await self.ap.embedding_models_service.test_embedding_model(model_uuid, json_data)
 
             return self.success()

pkg/api/http/controller/groups/provider/requesters.py

@@ -8,7 +8,8 @@ class RequestersRouterGroup(group.RouterGroup):
     async def initialize(self) -> None:
         @self.route('', methods=['GET'])
         async def _() -> quart.Response:
-            return self.success(data={'requesters': self.ap.model_mgr.get_available_requesters_info()})
+            model_type = quart.request.args.get('type', '')
+            return self.success(data={'requesters': self.ap.model_mgr.get_available_requesters_info(model_type)})
 
         @self.route('/<requester_name>', methods=['GET'])
         async def _(requester_name: str) -> quart.Response:

pkg/api/http/controller/groups/user.py

@@ -1,5 +1,6 @@
 import quart
 import argon2
+import asyncio
 
 from .. import group
 
@@ -13,7 +14,7 @@ class UserRouterGroup(group.RouterGroup):
                 return self.success(data={'initialized': await self.ap.user_service.is_initialized()})
 
             if await self.ap.user_service.is_initialized():
-                return self.fail(1, '系统已初始化')
+                return self.fail(1, 'System already initialized')
 
             json_data = await quart.request.json
 
@@ -31,7 +32,7 @@ class UserRouterGroup(group.RouterGroup):
             try:
                 token = await self.ap.user_service.authenticate(json_data['user'], json_data['password'])
             except argon2.exceptions.VerifyMismatchError:
-                return self.fail(1, '用户名或密码错误')
+                return self.fail(1, 'Invalid username or password')
 
             return self.success(data={'token': token})
 
@@ -40,3 +41,45 @@ class UserRouterGroup(group.RouterGroup):
             token = await self.ap.user_service.generate_jwt_token(user_email)
 
             return self.success(data={'token': token})
+
+        @self.route('/reset-password', methods=['POST'], auth_type=group.AuthType.NONE)
+        async def _() -> str:
+            json_data = await quart.request.json
+
+            user_email = json_data['user']
+            recovery_key = json_data['recovery_key']
+            new_password = json_data['new_password']
+
+            # hard sleep 3s for security
+            await asyncio.sleep(3)
+
+            if not await self.ap.user_service.is_initialized():
+                return self.http_status(400, -1, 'System not initialized')
+
+            user_obj = await self.ap.user_service.get_user_by_email(user_email)
+
+            if user_obj is None:
+                return self.http_status(400, -1, 'User not found')
+
+            if recovery_key != self.ap.instance_config.data['system']['recovery_key']:
+                return self.http_status(403, -1, 'Invalid recovery key')
+
+            await self.ap.user_service.reset_password(user_email, new_password)
+
+            return self.success(data={'user': user_email})
+
+        @self.route('/change-password', methods=['POST'], auth_type=group.AuthType.USER_TOKEN)
+        async def _(user_email: str) -> str:
+            json_data = await quart.request.json
+            
+            current_password = json_data['current_password']
+            new_password = json_data['new_password']
+            
+            try:
+                await self.ap.user_service.change_password(user_email, current_password, new_password)
+            except argon2.exceptions.VerifyMismatchError:
+                return self.http_status(400, -1, 'Current password is incorrect')
+            except ValueError as e:
+                return self.http_status(400, -1, str(e))
+            
+            return self.success(data={'user': user_email})

pkg/api/http/controller/main.py

@@ -14,11 +14,13 @@ from . import group
 from .groups import provider as groups_provider
 from .groups import platform as groups_platform
 from .groups import pipelines as groups_pipelines
+from .groups import knowledge as groups_knowledge
 
 importutil.import_modules_in_pkg(groups)
 importutil.import_modules_in_pkg(groups_provider)
 importutil.import_modules_in_pkg(groups_platform)
 importutil.import_modules_in_pkg(groups_pipelines)
+importutil.import_modules_in_pkg(groups_knowledge)
 
 
 class HTTPController:
@@ -45,7 +47,7 @@ class HTTPController:
                 try:
                     await self.quart_app.run_task(*args, **kwargs)
                 except Exception as e:
-                    self.ap.logger.error(f'启动 HTTP 服务失败： {e}')
+                    self.ap.logger.error(f'Failed to start HTTP service: {e}')
 
             self.ap.task_mgr.create_task(
                 exception_handler(

pkg/api/http/service/bot.py

@@ -10,7 +10,7 @@ from ....entity.persistence import pipeline as persistence_pipeline
 
 
 class BotService:
-    """机器人服务"""
+    """Bot service"""
 
     ap: app.Application
 
@@ -18,7 +18,7 @@ class BotService:
         self.ap = ap
 
     async def get_bots(self) -> list[dict]:
-        """获取所有机器人"""
+        """Get all bots"""
         result = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_bot.Bot))
 
         bots = result.all()
@@ -26,7 +26,7 @@ class BotService:
         return [self.ap.persistence_mgr.serialize_model(persistence_bot.Bot, bot) for bot in bots]
 
     async def get_bot(self, bot_uuid: str) -> dict | None:
-        """获取机器人"""
+        """Get bot"""
         result = await self.ap.persistence_mgr.execute_async(
             sqlalchemy.select(persistence_bot.Bot).where(persistence_bot.Bot.uuid == bot_uuid)
         )
@@ -39,7 +39,7 @@ class BotService:
         return self.ap.persistence_mgr.serialize_model(persistence_bot.Bot, bot)
 
     async def create_bot(self, bot_data: dict) -> str:
-        """创建机器人"""
+        """Create bot"""
         # TODO: 检查配置信息格式
         bot_data['uuid'] = str(uuid.uuid4())
 
@@ -63,7 +63,7 @@ class BotService:
         return bot_data['uuid']
 
     async def update_bot(self, bot_uuid: str, bot_data: dict) -> None:
-        """更新机器人"""
+        """Update bot"""
         if 'uuid' in bot_data:
             del bot_data['uuid']
 
@@ -99,7 +99,7 @@ class BotService:
                 session.using_conversation = None
 
     async def delete_bot(self, bot_uuid: str) -> None:
-        """删除机器人"""
+        """Delete bot"""
         await self.ap.platform_mgr.remove_bot(bot_uuid)
         await self.ap.persistence_mgr.execute_async(
             sqlalchemy.delete(persistence_bot.Bot).where(persistence_bot.Bot.uuid == bot_uuid)

pkg/api/http/service/knowledge.py

@@ -0,0 +1,120 @@
+from __future__ import annotations
+
+import uuid
+import sqlalchemy
+
+from ....core import app
+from ....entity.persistence import rag as persistence_rag
+
+
+class KnowledgeService:
+    """知识库服务"""
+
+    ap: app.Application
+
+    def __init__(self, ap: app.Application) -> None:
+        self.ap = ap
+
+    async def get_knowledge_bases(self) -> list[dict]:
+        """获取所有知识库"""
+        result = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_rag.KnowledgeBase))
+        knowledge_bases = result.all()
+        return [
+            self.ap.persistence_mgr.serialize_model(persistence_rag.KnowledgeBase, knowledge_base)
+            for knowledge_base in knowledge_bases
+        ]
+
+    async def get_knowledge_base(self, kb_uuid: str) -> dict | None:
+        """获取知识库"""
+        result = await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.select(persistence_rag.KnowledgeBase).where(persistence_rag.KnowledgeBase.uuid == kb_uuid)
+        )
+        knowledge_base = result.first()
+        if knowledge_base is None:
+            return None
+        return self.ap.persistence_mgr.serialize_model(persistence_rag.KnowledgeBase, knowledge_base)
+
+    async def create_knowledge_base(self, kb_data: dict) -> str:
+        """创建知识库"""
+        kb_data['uuid'] = str(uuid.uuid4())
+        await self.ap.persistence_mgr.execute_async(sqlalchemy.insert(persistence_rag.KnowledgeBase).values(kb_data))
+
+        kb = await self.get_knowledge_base(kb_data['uuid'])
+
+        await self.ap.rag_mgr.load_knowledge_base(kb)
+
+        return kb_data['uuid']
+
+    async def update_knowledge_base(self, kb_uuid: str, kb_data: dict) -> None:
+        """更新知识库"""
+        if 'uuid' in kb_data:
+            del kb_data['uuid']
+
+        if 'embedding_model_uuid' in kb_data:
+            del kb_data['embedding_model_uuid']
+
+        await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.update(persistence_rag.KnowledgeBase)
+            .values(kb_data)
+            .where(persistence_rag.KnowledgeBase.uuid == kb_uuid)
+        )
+        await self.ap.rag_mgr.remove_knowledge_base_from_runtime(kb_uuid)
+
+        kb = await self.get_knowledge_base(kb_uuid)
+
+        await self.ap.rag_mgr.load_knowledge_base(kb)
+
+    async def store_file(self, kb_uuid: str, file_id: str) -> int:
+        """存储文件"""
+        # await self.ap.persistence_mgr.execute_async(sqlalchemy.insert(persistence_rag.File).values(kb_id=kb_uuid, file_id=file_id))
+        # await self.ap.rag_mgr.store_file(file_id)
+        runtime_kb = await self.ap.rag_mgr.get_knowledge_base_by_uuid(kb_uuid)
+        if runtime_kb is None:
+            raise Exception('Knowledge base not found')
+        return await runtime_kb.store_file(file_id)
+
+    async def retrieve_knowledge_base(self, kb_uuid: str, query: str) -> list[dict]:
+        """检索知识库"""
+        runtime_kb = await self.ap.rag_mgr.get_knowledge_base_by_uuid(kb_uuid)
+        if runtime_kb is None:
+            raise Exception('Knowledge base not found')
+        return [
+            result.model_dump() for result in await runtime_kb.retrieve(query, runtime_kb.knowledge_base_entity.top_k)
+        ]
+
+    async def get_files_by_knowledge_base(self, kb_uuid: str) -> list[dict]:
+        """获取知识库文件"""
+        result = await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.select(persistence_rag.File).where(persistence_rag.File.kb_id == kb_uuid)
+        )
+        files = result.all()
+        return [self.ap.persistence_mgr.serialize_model(persistence_rag.File, file) for file in files]
+
+    async def delete_file(self, kb_uuid: str, file_id: str) -> None:
+        """删除文件"""
+        runtime_kb = await self.ap.rag_mgr.get_knowledge_base_by_uuid(kb_uuid)
+        if runtime_kb is None:
+            raise Exception('Knowledge base not found')
+        await runtime_kb.delete_file(file_id)
+
+    async def delete_knowledge_base(self, kb_uuid: str) -> None:
+        """删除知识库"""
+        await self.ap.rag_mgr.delete_knowledge_base(kb_uuid)
+
+        await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.delete(persistence_rag.KnowledgeBase).where(persistence_rag.KnowledgeBase.uuid == kb_uuid)
+        )
+
+        # delete files
+        files = await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.select(persistence_rag.File).where(persistence_rag.File.kb_id == kb_uuid)
+        )
+        for file in files:
+            # delete chunks
+            await self.ap.persistence_mgr.execute_async(
+                sqlalchemy.delete(persistence_rag.Chunk).where(persistence_rag.Chunk.file_id == file.uuid)
+            )
+            # delete file
+            await self.ap.persistence_mgr.execute_async(
+                sqlalchemy.delete(persistence_rag.File).where(persistence_rag.File.uuid == file.uuid)
+            )

pkg/api/http/service/model.py

@@ -10,7 +10,7 @@ from ....provider.modelmgr import requester as model_requester
 from ....provider import entities as llm_entities
 
 
-class ModelsService:
+class LLMModelsService:
     ap: app.Application
 
     def __init__(self, ap: app.Application) -> None:
@@ -101,5 +101,91 @@ class ModelsService:
             model=runtime_llm_model,
             messages=[llm_entities.Message(role='user', content='Hello, world!')],
             funcs=[],
+            extra_args=model_data.get('extra_args', {}),
+        )
+
+
+class EmbeddingModelsService:
+    ap: app.Application
+
+    def __init__(self, ap: app.Application) -> None:
+        self.ap = ap
+
+    async def get_embedding_models(self) -> list[dict]:
+        result = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_model.EmbeddingModel))
+
+        models = result.all()
+        return [self.ap.persistence_mgr.serialize_model(persistence_model.EmbeddingModel, model) for model in models]
+
+    async def create_embedding_model(self, model_data: dict) -> str:
+        model_data['uuid'] = str(uuid.uuid4())
+
+        await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.insert(persistence_model.EmbeddingModel).values(**model_data)
+        )
+
+        embedding_model = await self.get_embedding_model(model_data['uuid'])
+
+        await self.ap.model_mgr.load_embedding_model(embedding_model)
+
+        return model_data['uuid']
+
+    async def get_embedding_model(self, model_uuid: str) -> dict | None:
+        result = await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.select(persistence_model.EmbeddingModel).where(
+                persistence_model.EmbeddingModel.uuid == model_uuid
+            )
+        )
+
+        model = result.first()
+
+        if model is None:
+            return None
+
+        return self.ap.persistence_mgr.serialize_model(persistence_model.EmbeddingModel, model)
+
+    async def update_embedding_model(self, model_uuid: str, model_data: dict) -> None:
+        if 'uuid' in model_data:
+            del model_data['uuid']
+
+        await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.update(persistence_model.EmbeddingModel)
+            .where(persistence_model.EmbeddingModel.uuid == model_uuid)
+            .values(**model_data)
+        )
+
+        await self.ap.model_mgr.remove_embedding_model(model_uuid)
+
+        embedding_model = await self.get_embedding_model(model_uuid)
+
+        await self.ap.model_mgr.load_embedding_model(embedding_model)
+
+    async def delete_embedding_model(self, model_uuid: str) -> None:
+        await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.delete(persistence_model.EmbeddingModel).where(
+                persistence_model.EmbeddingModel.uuid == model_uuid
+            )
+        )
+
+        await self.ap.model_mgr.remove_embedding_model(model_uuid)
+
+    async def test_embedding_model(self, model_uuid: str, model_data: dict) -> None:
+        runtime_embedding_model: model_requester.RuntimeEmbeddingModel | None = None
+
+        if model_uuid != '_':
+            for model in self.ap.model_mgr.embedding_models:
+                if model.model_entity.uuid == model_uuid:
+                    runtime_embedding_model = model
+                    break
+
+            if runtime_embedding_model is None:
+                raise Exception('model not found')
+
+        else:
+            runtime_embedding_model = await self.ap.model_mgr.init_runtime_embedding_model(model_data)
+
+        await runtime_embedding_model.requester.invoke_embedding(
+            model=runtime_embedding_model,
+            input_text=['Hello, world!'],
             extra_args={},
         )

pkg/api/http/service/pipeline.py

@@ -38,9 +38,21 @@ class PipelineService:
             self.ap.pipeline_config_meta_output.data,
         ]
 
-    async def get_pipelines(self) -> list[dict]:
-        result = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_pipeline.LegacyPipeline))
+    async def get_pipelines(self, sort_by: str = 'created_at', sort_order: str = 'DESC') -> list[dict]:
+        query = sqlalchemy.select(persistence_pipeline.LegacyPipeline)
 
+        if sort_by == 'created_at':
+            if sort_order == 'DESC':
+                query = query.order_by(persistence_pipeline.LegacyPipeline.created_at.desc())
+            else:
+                query = query.order_by(persistence_pipeline.LegacyPipeline.created_at.asc())
+        elif sort_by == 'updated_at':
+            if sort_order == 'DESC':
+                query = query.order_by(persistence_pipeline.LegacyPipeline.updated_at.desc())
+            else:
+                query = query.order_by(persistence_pipeline.LegacyPipeline.updated_at.asc())
+
+        result = await self.ap.persistence_mgr.execute_async(query)
         pipelines = result.all()
         return [
             self.ap.persistence_mgr.serialize_model(persistence_pipeline.LegacyPipeline, pipeline)

pkg/api/http/service/user.py

@@ -73,3 +73,27 @@ class UserService:
         jwt_secret = self.ap.instance_config.data['system']['jwt']['secret']
 
         return jwt.decode(token, jwt_secret, algorithms=['HS256'])['user']
+
+    async def reset_password(self, user_email: str, new_password: str) -> None:
+        ph = argon2.PasswordHasher()
+
+        hashed_password = ph.hash(new_password)
+
+        await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.update(user.User).where(user.User.user == user_email).values(password=hashed_password)
+        )
+
+    async def change_password(self, user_email: str, current_password: str, new_password: str) -> None:
+        ph = argon2.PasswordHasher()
+        
+        user_obj = await self.get_user_by_email(user_email)
+        if user_obj is None:
+            raise ValueError('User not found')
+        
+        ph.verify(user_obj.password, current_password)
+        
+        hashed_password = ph.hash(new_password)
+        
+        await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.update(user.User).where(user.User.user == user_email).values(password=hashed_password)
+        )

pkg/config/impls/json.py

@@ -6,7 +6,7 @@ from .. import model as file_model
 
 
 class JSONConfigFile(file_model.ConfigFile):
-    """JSON配置文件"""
+    """JSON config file"""
 
     def __init__(
         self,
@@ -42,7 +42,7 @@ class JSONConfigFile(file_model.ConfigFile):
             try:
                 cfg = json.load(f)
             except json.JSONDecodeError as e:
-                raise Exception(f'配置文件 {self.config_file_name} 语法错误: {e}')
+                raise Exception(f'Syntax error in config file {self.config_file_name}: {e}')
 
         if completion:
             for key in self.template_data:

pkg/config/impls/pymodule.py

@@ -7,13 +7,13 @@ from .. import model as file_model
 
 
 class PythonModuleConfigFile(file_model.ConfigFile):
-    """Python模块配置文件"""
+    """Python module config file"""
 
     config_file_name: str = None
-    """配置文件名"""
+    """Config file name"""
 
     template_file_name: str = None
-    """模板文件名"""
+    """Template file name"""
 
     def __init__(self, config_file_name: str, template_file_name: str) -> None:
         self.config_file_name = config_file_name
@@ -42,7 +42,7 @@ class PythonModuleConfigFile(file_model.ConfigFile):
 
             cfg[key] = getattr(module, key)
 
-        # 从模板模块文件中进行补全
+        # complete from template module file
         if completion:
             module_name = os.path.splitext(os.path.basename(self.template_file_name))[0]
             module = importlib.import_module(module_name)
@@ -60,7 +60,7 @@ class PythonModuleConfigFile(file_model.ConfigFile):
         return cfg
 
     async def save(self, data: dict):
-        logging.warning('Python模块配置文件不支持保存')
+        logging.warning('Python module config file does not support saving')
 
     def save_sync(self, data: dict):
-        logging.warning('Python模块配置文件不支持保存')
+        logging.warning('Python module config file does not support saving')

pkg/config/impls/yaml.py

@@ -6,7 +6,7 @@ from .. import model as file_model
 
 
 class YAMLConfigFile(file_model.ConfigFile):
-    """YAML配置文件"""
+    """YAML config file"""
 
     def __init__(
         self,
@@ -42,7 +42,7 @@ class YAMLConfigFile(file_model.ConfigFile):
             try:
                 cfg = yaml.load(f, Loader=yaml.FullLoader)
             except yaml.YAMLError as e:
-                raise Exception(f'配置文件 {self.config_file_name} 语法错误: {e}')
+                raise Exception(f'Syntax error in config file {self.config_file_name}: {e}')
 
         if completion:
             for key in self.template_data:

pkg/config/manager.py

@@ -5,27 +5,27 @@ from .impls import pymodule, json as json_file, yaml as yaml_file
 
 
 class ConfigManager:
-    """配置文件管理器"""
+    """Config file manager"""
 
     name: str = None
-    """配置管理器名"""
+    """Config manager name"""
 
     description: str = None
-    """配置管理器描述"""
+    """Config manager description"""
 
     schema: dict = None
-    """配置文件 schema
-    需要符合 JSON Schema Draft 7 规范
+    """Config file schema
+    Must conform to JSON Schema Draft 7 specification
     """
 
     file: file_model.ConfigFile = None
-    """配置文件实例"""
+    """Config file instance"""
 
     data: dict = None
-    """配置数据"""
+    """Config data"""
 
     doc_link: str = None
-    """配置文件文档链接"""
+    """Config file documentation link"""
 
     def __init__(self, cfg_file: file_model.ConfigFile) -> None:
         self.file = cfg_file
@@ -42,15 +42,15 @@ class ConfigManager:
 
 
 async def load_python_module_config(config_name: str, template_name: str, completion: bool = True) -> ConfigManager:
-    """加载Python模块配置文件
+    """Load Python module config file
 
     Args:
-        config_name (str): 配置文件名
-        template_name (str): 模板文件名
-        completion (bool): 是否自动补全内存中的配置文件
+        config_name (str): Config file name
+        template_name (str): Template file name
+        completion (bool): Whether to automatically complete the config file in memory
 
     Returns:
-        ConfigManager: 配置文件管理器
+        ConfigManager: Config file manager
     """
     cfg_inst = pymodule.PythonModuleConfigFile(config_name, template_name)
 
@@ -66,13 +66,13 @@ async def load_json_config(
     template_data: dict = None,
     completion: bool = True,
 ) -> ConfigManager:
-    """加载JSON配置文件
+    """Load JSON config file
 
     Args:
-        config_name (str): 配置文件名
-        template_name (str): 模板文件名
-        template_data (dict): 模板数据
-        completion (bool): 是否自动补全内存中的配置文件
+        config_name (str): Config file name
+        template_name (str): Template file name
+        template_data (dict): Template data
+        completion (bool): Whether to automatically complete the config file in memory
     """
     cfg_inst = json_file.JSONConfigFile(config_name, template_name, template_data)
 
@@ -88,16 +88,16 @@ async def load_yaml_config(
     template_data: dict = None,
     completion: bool = True,
 ) -> ConfigManager:
-    """加载YAML配置文件
+    """Load YAML config file
 
     Args:
-        config_name (str): 配置文件名
-        template_name (str): 模板文件名
-        template_data (dict): 模板数据
-        completion (bool): 是否自动补全内存中的配置文件
+        config_name (str): Config file name
+        template_name (str): Template file name
+        template_data (dict): Template data
+        completion (bool): Whether to automatically complete the config file in memory
 
     Returns:
-        ConfigManager: 配置文件管理器
+        ConfigManager: Config file manager
     """
     cfg_inst = yaml_file.YAMLConfigFile(config_name, template_name, template_data)
 

pkg/config/model.py

@@ -2,16 +2,16 @@ import abc
 
 
 class ConfigFile(metaclass=abc.ABCMeta):
-    """配置文件抽象类"""
+    """Config file abstract class"""
 
     config_file_name: str = None
-    """配置文件名"""
+    """Config file name"""
 
     template_file_name: str = None
-    """模板文件名"""
+    """Template file name"""
 
     template_data: dict = None
-    """模板数据"""
+    """Template data"""
 
     @abc.abstractmethod
     def exists(self) -> bool:

pkg/core/app.py

@@ -22,15 +22,18 @@ from ..api.http.service import user as user_service
 from ..api.http.service import model as model_service
 from ..api.http.service import pipeline as pipeline_service
 from ..api.http.service import bot as bot_service
+from ..api.http.service import knowledge as knowledge_service
 from ..discover import engine as discover_engine
 from ..storage import mgr as storagemgr
 from ..utils import logcache
 from . import taskmgr
 from . import entities as core_entities
+from ..rag.knowledge import kbmgr as rag_mgr
+from ..vector import mgr as vectordb_mgr
 
 
 class Application:
-    """运行时应用对象和上下文"""
+    """Runtime application object and context"""
 
     event_loop: asyncio.AbstractEventLoop = None
 
@@ -47,10 +50,12 @@ class Application:
 
     model_mgr: llm_model_mgr.ModelManager = None
 
-    # TODO 移动到 pipeline 里
+    rag_mgr: rag_mgr.RAGManager = None
+
+    # TODO move to pipeline
     tool_mgr: llm_tool_mgr.ToolManager = None
 
-    # ======= 配置管理器 =======
+    # ======= Config manager =======
 
     command_cfg: config_mgr.ConfigManager = None  # deprecated
 
@@ -64,7 +69,7 @@ class Application:
 
     instance_config: config_mgr.ConfigManager = None
 
-    # ======= 元数据配置管理器 =======
+    # ======= Metadata config manager =======
 
     sensitive_meta: config_mgr.ConfigManager = None
 
@@ -93,6 +98,8 @@ class Application:
 
     persistence_mgr: persistencemgr.PersistenceManager = None
 
+    vector_db_mgr: vectordb_mgr.VectorDBManager = None
+
     http_ctrl: http_controller.HTTPController = None
 
     log_cache: logcache.LogCache = None
@@ -103,12 +110,16 @@ class Application:
 
     user_service: user_service.UserService = None
 
-    model_service: model_service.ModelsService = None
+    llm_model_service: model_service.LLMModelsService = None
+
+    embedding_models_service: model_service.EmbeddingModelsService = None
 
     pipeline_service: pipeline_service.PipelineService = None
 
     bot_service: bot_service.BotService = None
 
+    knowledge_service: knowledge_service.KnowledgeService = None
+
     def __init__(self):
         pass
 
@@ -143,6 +154,7 @@ class Application:
                 name='http-api-controller',
                 scopes=[core_entities.LifecycleControlScope.APPLICATION],
             )
+
             self.task_mgr.create_task(
                 never_ending(),
                 name='never-ending-task',
@@ -154,11 +166,11 @@ class Application:
         except asyncio.CancelledError:
             pass
         except Exception as e:
-            self.logger.error(f'应用运行致命异常: {e}')
+            self.logger.error(f'Application runtime fatal exception: {e}')
             self.logger.debug(f'Traceback: {traceback.format_exc()}')
 
     async def print_web_access_info(self):
-        """打印访问 webui 的提示"""
+        """Print access webui tips"""
 
         if not os.path.exists(os.path.join('.', 'web/out')):
             self.logger.warning('WebUI 文件缺失，请根据文档部署：https://docs.langbot.app/zh')
@@ -190,7 +202,7 @@ class Application:
     ):
         match scope:
             case core_entities.LifecycleControlScope.PLATFORM.value:
-                self.logger.info('执行热重载 scope=' + scope)
+                self.logger.info('Hot reload scope=' + scope)
                 await self.platform_mgr.shutdown()
 
                 self.platform_mgr = im_mgr.PlatformManager(self)
@@ -206,7 +218,7 @@ class Application:
                     ],
                 )
             case core_entities.LifecycleControlScope.PLUGIN.value:
-                self.logger.info('执行热重载 scope=' + scope)
+                self.logger.info('Hot reload scope=' + scope)
                 await self.plugin_mgr.destroy_plugins()
 
                 # 删除 sys.module 中所有的 plugins/* 下的模块
@@ -222,7 +234,7 @@ class Application:
                 await self.plugin_mgr.load_plugins()
                 await self.plugin_mgr.initialize_plugins()
             case core_entities.LifecycleControlScope.PROVIDER.value:
-                self.logger.info('执行热重载 scope=' + scope)
+                self.logger.info('Hot reload scope=' + scope)
 
                 await self.tool_mgr.shutdown()
 

pkg/core/boot.py

@@ -8,7 +8,7 @@ from . import app
 from . import stage
 from ..utils import constants, importutil
 
-# 引入启动阶段实现以便注册
+# Import startup stage implementation to register
 from . import stages
 
 importutil.import_modules_in_pkg(stages)
@@ -25,7 +25,7 @@ stage_order = [
 
 
 async def make_app(loop: asyncio.AbstractEventLoop) -> app.Application:
-    # 确定是否为调试模式
+    # Determine if it is debug mode
     if 'DEBUG' in os.environ and os.environ['DEBUG'] in ['true', '1']:
         constants.debug_mode = True
 
@@ -33,7 +33,7 @@ async def make_app(loop: asyncio.AbstractEventLoop) -> app.Application:
 
     ap.event_loop = loop
 
-    # 执行启动阶段
+    # Execute startup stage
     for stage_name in stage_order:
         stage_cls = stage.preregistered_stages[stage_name]
         stage_inst = stage_cls()
@@ -47,11 +47,11 @@ async def make_app(loop: asyncio.AbstractEventLoop) -> app.Application:
 
 async def main(loop: asyncio.AbstractEventLoop):
     try:
-        # 挂系统信号处理
+        # Hang system signal processing
         import signal
 
         def signal_handler(sig, frame):
-            print('[Signal] 程序退出.')
+            print('[Signal] Program exit.')
             # ap.shutdown()
             os._exit(0)
 

pkg/core/bootutils/deps.py

@@ -2,8 +2,8 @@ import pip
 import os
 from ...utils import pkgmgr
 
-# 检查依赖，防止用户未安装
-# 左边为引入名称，右边为依赖名称
+# Check dependencies to prevent users from not installing
+# Left is the import name, right is the dependency name
 required_deps = {
     'requests': 'requests',
     'openai': 'openai',
@@ -65,7 +65,7 @@ async def install_deps(deps: list[str]):
 async def precheck_plugin_deps():
     print('[Startup] Prechecking plugin dependencies...')
 
-    # 只有在plugins目录存在时才执行插件依赖安装
+    # Only execute plugin dependency installation when the plugins directory exists
     if os.path.exists('plugins'):
         for dir in os.listdir('plugins'):
             subdir = os.path.join('plugins', dir)

pkg/core/bootutils/log.py

@@ -17,7 +17,7 @@ log_colors_config = {
 
 
 async def init_logging(extra_handlers: list[logging.Handler] = None) -> logging.Logger:
-    # 删除所有现有的logger
+    # Remove all existing loggers
     for handler in logging.root.handlers[:]:
         logging.root.removeHandler(handler)
 
@@ -54,13 +54,13 @@ async def init_logging(extra_handlers: list[logging.Handler] = None) -> logging.
         handler.setFormatter(color_formatter)
         qcg_logger.addHandler(handler)
 
-    qcg_logger.debug('日志初始化完成，日志级别：%s' % level)
+    qcg_logger.debug('Logging initialized, log level: %s' % level)
     logging.basicConfig(
-        level=logging.CRITICAL,  # 设置日志输出格式
+        level=logging.CRITICAL,  # Set log output format
         format='[DEPR][%(asctime)s.%(msecs)03d] %(pathname)s (%(lineno)d) - [%(levelname)s] :\n%(message)s',
-        # 日志输出的格式
-        # -8表示占位符，让输出左对齐，输出长度都为8位
-        datefmt='%Y-%m-%d %H:%M:%S',  # 时间输出的格式
+        # Log output format
+        # -8 is a placeholder, left-align the output, and output length is 8
+        datefmt='%Y-%m-%d %H:%M:%S',  # Time output format
         handlers=[logging.NullHandler()],
     )
 

pkg/core/entities.py

@@ -87,7 +87,9 @@ class Query(pydantic.BaseModel):
     """使用的函数，由前置处理器阶段设置"""
 
     resp_messages: (
-        typing.Optional[list[llm_entities.Message]] | typing.Optional[list[platform_message.MessageChain]]
+        typing.Optional[list[llm_entities.Message]]
+        | typing.Optional[list[platform_message.MessageChain]]
+        | typing.Optional[list[llm_entities.MessageChunk]]
     ) = []
     """由Process阶段生成的回复消息对象列表"""
 

pkg/core/migration.py

@@ -7,11 +7,11 @@ from . import app
 
 
 preregistered_migrations: list[typing.Type[Migration]] = []
-"""当前阶段暂不支持扩展"""
+"""Currently not supported for extension"""
 
 
 def migration_class(name: str, number: int):
-    """注册一个迁移"""
+    """Register a migration"""
 
     def decorator(cls: typing.Type[Migration]) -> typing.Type[Migration]:
         cls.name = name
@@ -23,7 +23,7 @@ def migration_class(name: str, number: int):
 
 
 class Migration(abc.ABC):
-    """一个版本的迁移"""
+    """A version migration"""
 
     name: str
 
@@ -36,10 +36,10 @@ class Migration(abc.ABC):
 
     @abc.abstractmethod
     async def need_migrate(self) -> bool:
-        """判断当前环境是否需要运行此迁移"""
+        """Determine if the current environment needs to run this migration"""
         pass
 
     @abc.abstractmethod
     async def run(self):
-        """执行迁移"""
+        """Run migration"""
         pass

pkg/core/note.py

@@ -9,7 +9,7 @@ preregistered_notes: list[typing.Type[LaunchNote]] = []
 
 
 def note_class(name: str, number: int):
-    """注册一个启动信息"""
+    """Register a launch information"""
 
     def decorator(cls: typing.Type[LaunchNote]) -> typing.Type[LaunchNote]:
         cls.name = name
@@ -21,7 +21,7 @@ def note_class(name: str, number: int):
 
 
 class LaunchNote(abc.ABC):
-    """启动信息"""
+    """Launch information"""
 
     name: str
 
@@ -34,10 +34,10 @@ class LaunchNote(abc.ABC):
 
     @abc.abstractmethod
     async def need_show(self) -> bool:
-        """判断当前环境是否需要显示此启动信息"""
+        """Determine if the current environment needs to display this launch information"""
         pass
 
     @abc.abstractmethod
     async def yield_note(self) -> typing.AsyncGenerator[typing.Tuple[str, int], None]:
-        """生成启动信息"""
+        """Generate launch information"""
         pass

pkg/core/notes/n001_classic_msgs.py

@@ -7,7 +7,7 @@ from .. import note
 
 @note.note_class('ClassicNotes', 1)
 class ClassicNotes(note.LaunchNote):
-    """经典启动信息"""
+    """Classic launch information"""
 
     async def need_show(self) -> bool:
         return True

pkg/core/notes/n002_selection_mode_on_windows.py

@@ -9,7 +9,7 @@ from .. import note
 
 @note.note_class('SelectionModeOnWindows', 2)
 class SelectionModeOnWindows(note.LaunchNote):
-    """Windows 上的选择模式提示信息"""
+    """Selection mode prompt information on Windows"""
 
     async def need_show(self) -> bool:
         return os.name == 'nt'
@@ -19,3 +19,8 @@ class SelectionModeOnWindows(note.LaunchNote):
             """您正在使用 Windows 系统，若窗口左上角显示处于”选择“模式，程序将被暂停运行，此时请右键窗口中空白区域退出选择模式。""",
             logging.INFO,
         )
+
+        yield (
+            """You are using Windows system, if the top left corner of the window displays "Selection" mode, the program will be paused running, please right-click on the blank area in the window to exit the selection mode.""",
+            logging.INFO,
+        )

pkg/core/stage.py

@@ -7,9 +7,9 @@ from . import app
 
 
 preregistered_stages: dict[str, typing.Type[BootingStage]] = {}
-"""预注册的请求处理阶段。在初始化时，所有请求处理阶段类会被注册到此字典中。
+"""Pre-registered request processing stages. All request processing stage classes are registered in this dictionary during initialization.
 
-当前阶段暂不支持扩展
+Currently not supported for extension
 """
 
 
@@ -22,11 +22,11 @@ def stage_class(name: str):
 
 
 class BootingStage(abc.ABC):
-    """启动阶段"""
+    """Booting stage"""
 
     name: str = None
 
     @abc.abstractmethod
     async def run(self, ap: app.Application):
-        """启动"""
+        """Run"""
         pass

pkg/core/stages/build_app.py

@@ -9,6 +9,7 @@ from ...command import cmdmgr
 from ...provider.session import sessionmgr as llm_session_mgr
 from ...provider.modelmgr import modelmgr as llm_model_mgr
 from ...provider.tools import toolmgr as llm_tool_mgr
+from ...rag.knowledge import kbmgr as rag_mgr
 from ...platform import botmgr as im_mgr
 from ...persistence import mgr as persistencemgr
 from ...api.http.controller import main as http_controller
@@ -16,18 +17,20 @@ from ...api.http.service import user as user_service
 from ...api.http.service import model as model_service
 from ...api.http.service import pipeline as pipeline_service
 from ...api.http.service import bot as bot_service
+from ...api.http.service import knowledge as knowledge_service
 from ...discover import engine as discover_engine
 from ...storage import mgr as storagemgr
 from ...utils import logcache
+from ...vector import mgr as vectordb_mgr
 from .. import taskmgr
 
 
 @stage.stage_class('BuildAppStage')
 class BuildAppStage(stage.BootingStage):
-    """构建应用阶段"""
+    """Build LangBot application"""
 
     async def run(self, ap: app.Application):
-        """构建app对象的各个组件对象并初始化"""
+        """Build LangBot application"""
         ap.task_mgr = taskmgr.AsyncTaskManager(ap)
 
         discover = discover_engine.ComponentDiscoveryEngine(ap)
@@ -42,7 +45,7 @@ class BuildAppStage(stage.BootingStage):
         await ver_mgr.initialize()
         ap.ver_mgr = ver_mgr
 
-        # 发送公告
+        # Send announcement
         ann_mgr = announce.AnnouncementManager(ap)
         ap.ann_mgr = ann_mgr
 
@@ -88,6 +91,15 @@ class BuildAppStage(stage.BootingStage):
         await pipeline_mgr.initialize()
         ap.pipeline_mgr = pipeline_mgr
 
+        rag_mgr_inst = rag_mgr.RAGManager(ap)
+        await rag_mgr_inst.initialize()
+        ap.rag_mgr = rag_mgr_inst
+
+        # 初始化向量数据库管理器
+        vectordb_mgr_inst = vectordb_mgr.VectorDBManager(ap)
+        await vectordb_mgr_inst.initialize()
+        ap.vector_db_mgr = vectordb_mgr_inst
+
         http_ctrl = http_controller.HTTPController(ap)
         await http_ctrl.initialize()
         ap.http_ctrl = http_ctrl
@@ -95,8 +107,11 @@ class BuildAppStage(stage.BootingStage):
         user_service_inst = user_service.UserService(ap)
         ap.user_service = user_service_inst
 
-        model_service_inst = model_service.ModelsService(ap)
-        ap.model_service = model_service_inst
+        llm_model_service_inst = model_service.LLMModelsService(ap)
+        ap.llm_model_service = llm_model_service_inst
+
+        embedding_models_service_inst = model_service.EmbeddingModelsService(ap)
+        ap.embedding_models_service = embedding_models_service_inst
 
         pipeline_service_inst = pipeline_service.PipelineService(ap)
         ap.pipeline_service = pipeline_service_inst
@@ -104,5 +119,8 @@ class BuildAppStage(stage.BootingStage):
         bot_service_inst = bot_service.BotService(ap)
         ap.bot_service = bot_service_inst
 
+        knowledge_service_inst = knowledge_service.KnowledgeService(ap)
+        ap.knowledge_service = knowledge_service_inst
+
         ctrl = controller.Controller(ap)
         ap.ctrl = ctrl

pkg/core/stages/genkeys.py

@@ -7,11 +7,18 @@ from .. import stage, app
 
 @stage.stage_class('GenKeysStage')
 class GenKeysStage(stage.BootingStage):
-    """生成密钥阶段"""
+    """Generate keys stage"""
 
     async def run(self, ap: app.Application):
-        """启动"""
+        """Generate keys"""
 
         if not ap.instance_config.data['system']['jwt']['secret']:
             ap.instance_config.data['system']['jwt']['secret'] = secrets.token_hex(16)
             await ap.instance_config.dump_config()
+
+        if 'recovery_key' not in ap.instance_config.data['system']:
+            ap.instance_config.data['system']['recovery_key'] = ''
+
+        if not ap.instance_config.data['system']['recovery_key']:
+            ap.instance_config.data['system']['recovery_key'] = secrets.token_hex(3).upper()
+            await ap.instance_config.dump_config()

pkg/core/stages/load_config.py

@@ -8,10 +8,10 @@ from ..bootutils import config
 
 @stage.stage_class('LoadConfigStage')
 class LoadConfigStage(stage.BootingStage):
-    """加载配置文件阶段"""
+    """Load config file stage"""
 
     async def run(self, ap: app.Application):
-        """启动"""
+        """Load config file"""
 
         # ======= deprecated =======
         if os.path.exists('data/config/command.json'):

pkg/core/stages/migrate.py

@@ -11,10 +11,13 @@ importutil.import_modules_in_pkg(migrations)
 
 @stage.stage_class('MigrationStage')
 class MigrationStage(stage.BootingStage):
-    """迁移阶段"""
+    """Migration stage
+
+    These migrations are legacy, only performed in version 3.x
+    """
 
     async def run(self, ap: app.Application):
-        """启动"""
+        """Run migration"""
 
         if any(
             [
@@ -29,7 +32,7 @@ class MigrationStage(stage.BootingStage):
 
         migrations = migration.preregistered_migrations
 
-        # 按照迁移号排序
+        # Sort by migration number
         migrations.sort(key=lambda x: x.number)
 
         for migration_cls in migrations:
@@ -37,4 +40,4 @@ class MigrationStage(stage.BootingStage):
 
             if await migration_instance.need_migrate():
                 await migration_instance.run()
-                print(f'已执行迁移 {migration_instance.name}')
+                print(f'Migration {migration_instance.name} executed')

pkg/core/stages/setup_logger.py

@@ -8,7 +8,7 @@ from ..bootutils import log
 
 class PersistenceHandler(logging.Handler, object):
     """
-    保存日志到数据库
+    Save logs to database
     """
 
     ap: app.Application
@@ -19,9 +19,9 @@ class PersistenceHandler(logging.Handler, object):
 
     def emit(self, record):
         """
-        emit函数为自定义handler类时必重写的函数，这里可以根据需要对日志消息做一些处理，比如发送日志到服务器
+        emit function is a required function for custom handler classes, here you can process the log messages as needed, such as sending logs to the server
 
-        发出记录(Emit a record)
+        Emit a record
         """
         try:
             msg = self.format(record)
@@ -34,10 +34,10 @@ class PersistenceHandler(logging.Handler, object):
 
 @stage.stage_class('SetupLoggerStage')
 class SetupLoggerStage(stage.BootingStage):
-    """设置日志器阶段"""
+    """Setup logger stage"""
 
     async def run(self, ap: app.Application):
-        """启动"""
+        """Setup logger"""
         persistence_handler = PersistenceHandler('LoggerHandler', ap)
 
         extra_handlers = []

pkg/core/stages/show_notes.py

@@ -12,10 +12,10 @@ importutil.import_modules_in_pkg(notes)
 
 @stage.stage_class('ShowNotesStage')
 class ShowNotesStage(stage.BootingStage):
-    """显示启动信息阶段"""
+    """Show notes stage"""
 
     async def run(self, ap: app.Application):
-        # 排序
+        # Sort
         note.preregistered_notes.sort(key=lambda x: x.number)
 
         for note_cls in note.preregistered_notes:

pkg/core/taskmgr.py

@@ -9,13 +9,13 @@ from . import entities as core_entities
 
 
 class TaskContext:
-    """任务跟踪上下文"""
+    """Task tracking context"""
 
     current_action: str
-    """当前正在执行的动作"""
+    """Current action being executed"""
 
     log: str
-    """记录日志"""
+    """Log"""
 
     def __init__(self):
         self.current_action = 'default'
@@ -58,40 +58,40 @@ placeholder_context: TaskContext | None = None
 
 
 class TaskWrapper:
-    """任务包装器"""
+    """Task wrapper"""
 
     _id_index: int = 0
-    """任务ID索引"""
+    """Task ID index"""
 
     id: int
-    """任务ID"""
+    """Task ID"""
 
-    task_type: str = 'system'  # 任务类型: system 或 user
-    """任务类型"""
+    task_type: str = 'system'  # Task type: system or user
+    """Task type"""
 
-    kind: str = 'system_task'  # 由发起者确定任务种类，通常同质化的任务种类相同
-    """任务种类"""
+    kind: str = 'system_task'  # Task type determined by the initiator, usually the same task type
+    """Task type"""
 
     name: str = ''
-    """任务唯一名称"""
+    """Task unique name"""
 
     label: str = ''
-    """任务显示名称"""
+    """Task display name"""
 
     task_context: TaskContext
-    """任务上下文"""
+    """Task context"""
 
     task: asyncio.Task
-    """任务"""
+    """Task"""
 
     task_stack: list = None
-    """任务堆栈"""
+    """Task stack"""
 
     ap: app.Application
-    """应用实例"""
+    """Application instance"""
 
     scopes: list[core_entities.LifecycleControlScope]
-    """任务所属生命周期控制范围"""
+    """Task scope"""
 
     def __init__(
         self,
@@ -165,13 +165,13 @@ class TaskWrapper:
 
 
 class AsyncTaskManager:
-    """保存app中的所有异步任务
-    包含系统级的和用户级（插件安装、更新等由用户直接发起的）的"""
+    """Save all asynchronous tasks in the app
+    Include system-level and user-level (plugin installation, update, etc. initiated by users directly)"""
 
     ap: app.Application
 
     tasks: list[TaskWrapper]
-    """所有任务"""
+    """All tasks"""
 
     def __init__(self, ap: app.Application):
         self.ap = ap

pkg/entity/persistence/bot.py

@@ -4,7 +4,7 @@ from .base import Base
 
 
 class Bot(Base):
-    """机器人"""
+    """Bot"""
 
     __tablename__ = 'bots'
 

pkg/entity/persistence/metadata.py

@@ -12,7 +12,7 @@ initial_metadata = [
 
 
 class Metadata(Base):
-    """数据库元数据"""
+    """Database metadata"""
 
     __tablename__ = 'metadata'
 

pkg/entity/persistence/model.py

@@ -4,7 +4,7 @@ from .base import Base
 
 
 class LLMModel(Base):
-    """LLM 模型"""
+    """LLM model"""
 
     __tablename__ = 'llm_models'
 
@@ -23,3 +23,24 @@ class LLMModel(Base):
         server_default=sqlalchemy.func.now(),
         onupdate=sqlalchemy.func.now(),
     )
+
+
+class EmbeddingModel(Base):
+    """Embedding 模型"""
+
+    __tablename__ = 'embedding_models'
+
+    uuid = sqlalchemy.Column(sqlalchemy.String(255), primary_key=True, unique=True)
+    name = sqlalchemy.Column(sqlalchemy.String(255), nullable=False)
+    description = sqlalchemy.Column(sqlalchemy.String(255), nullable=False)
+    requester = sqlalchemy.Column(sqlalchemy.String(255), nullable=False)
+    requester_config = sqlalchemy.Column(sqlalchemy.JSON, nullable=False, default={})
+    api_keys = sqlalchemy.Column(sqlalchemy.JSON, nullable=False)
+    extra_args = sqlalchemy.Column(sqlalchemy.JSON, nullable=False, default={})
+    created_at = sqlalchemy.Column(sqlalchemy.DateTime, nullable=False, server_default=sqlalchemy.func.now())
+    updated_at = sqlalchemy.Column(
+        sqlalchemy.DateTime,
+        nullable=False,
+        server_default=sqlalchemy.func.now(),
+        onupdate=sqlalchemy.func.now(),
+    )

pkg/entity/persistence/pipeline.py

@@ -4,7 +4,7 @@ from .base import Base
 
 
 class LegacyPipeline(Base):
-    """旧版流水线"""
+    """Legacy pipeline"""
 
     __tablename__ = 'legacy_pipelines'
 
@@ -20,13 +20,12 @@ class LegacyPipeline(Base):
     )
     for_version = sqlalchemy.Column(sqlalchemy.String(255), nullable=False)
     is_default = sqlalchemy.Column(sqlalchemy.Boolean, nullable=False, default=False)
-
     stages = sqlalchemy.Column(sqlalchemy.JSON, nullable=False)
     config = sqlalchemy.Column(sqlalchemy.JSON, nullable=False)
 
 
 class PipelineRunRecord(Base):
-    """流水线运行记录"""
+    """Pipeline run record"""
 
     __tablename__ = 'pipeline_run_records'
 
@@ -43,3 +42,4 @@ class PipelineRunRecord(Base):
     started_at = sqlalchemy.Column(sqlalchemy.DateTime, nullable=False)
     finished_at = sqlalchemy.Column(sqlalchemy.DateTime, nullable=False)
     result = sqlalchemy.Column(sqlalchemy.JSON, nullable=False)
+    knowledge_base_uuid = sqlalchemy.Column(sqlalchemy.String(255), nullable=True)

pkg/entity/persistence/plugin.py

@@ -4,7 +4,7 @@ from .base import Base
 
 
 class PluginSetting(Base):
-    """插件配置"""
+    """Plugin setting"""
 
     __tablename__ = 'plugin_settings'
 

pkg/entity/persistence/rag.py

@@ -0,0 +1,50 @@
+import sqlalchemy
+from .base import Base
+
+# Base = declarative_base()
+# DATABASE_URL = os.getenv('DATABASE_URL', 'sqlite:///./rag_knowledge.db')
+# print("Using database URL:", DATABASE_URL)
+
+
+# engine = create_engine(DATABASE_URL, connect_args={'check_same_thread': False})
+
+# SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine)
+
+# def create_db_and_tables():
+#     """Creates all database tables defined in the Base."""
+#     Base.metadata.create_all(bind=engine)
+#     print('Database tables created or already exist.')
+
+
+class KnowledgeBase(Base):
+    __tablename__ = 'knowledge_bases'
+    uuid = sqlalchemy.Column(sqlalchemy.String(255), primary_key=True, unique=True)
+    name = sqlalchemy.Column(sqlalchemy.String, index=True)
+    description = sqlalchemy.Column(sqlalchemy.Text)
+    created_at = sqlalchemy.Column(sqlalchemy.DateTime, default=sqlalchemy.func.now())
+    embedding_model_uuid = sqlalchemy.Column(sqlalchemy.String, default='')
+    top_k = sqlalchemy.Column(sqlalchemy.Integer, default=5)
+
+
+class File(Base):
+    __tablename__ = 'knowledge_base_files'
+    uuid = sqlalchemy.Column(sqlalchemy.String(255), primary_key=True, unique=True)
+    kb_id = sqlalchemy.Column(sqlalchemy.String(255), nullable=True)
+    file_name = sqlalchemy.Column(sqlalchemy.String)
+    extension = sqlalchemy.Column(sqlalchemy.String)
+    created_at = sqlalchemy.Column(sqlalchemy.DateTime, default=sqlalchemy.func.now())
+    status = sqlalchemy.Column(sqlalchemy.String, default='pending')  # pending, processing, completed, failed
+
+
+class Chunk(Base):
+    __tablename__ = 'knowledge_base_chunks'
+    uuid = sqlalchemy.Column(sqlalchemy.String(255), primary_key=True, unique=True)
+    file_id = sqlalchemy.Column(sqlalchemy.String(255), nullable=True)
+    text = sqlalchemy.Column(sqlalchemy.Text)
+
+
+# class Vector(Base):
+#     __tablename__ = 'knowledge_base_vectors'
+#     uuid = sqlalchemy.Column(sqlalchemy.String(255), primary_key=True, unique=True)
+#     chunk_id = sqlalchemy.Column(sqlalchemy.String, nullable=True)
+#     embedding = sqlalchemy.Column(sqlalchemy.LargeBinary)

pkg/entity/persistence/vector.py

@@ -0,0 +1,13 @@
+from sqlalchemy import Column, Integer, ForeignKey, LargeBinary
+from sqlalchemy.orm import declarative_base, relationship
+
+Base = declarative_base()
+
+
+class Vector(Base):
+    __tablename__ = 'vectors'
+    id = Column(Integer, primary_key=True, index=True)
+    chunk_id = Column(Integer, ForeignKey('chunks.id'), unique=True)
+    embedding = Column(LargeBinary)  # Store embeddings as binary
+
+    chunk = relationship('Chunk', back_populates='vector')

pkg/entity/rag/retriever.py

@@ -0,0 +1,13 @@
+from __future__ import annotations
+
+import pydantic
+
+from typing import Any
+
+
+class RetrieveResultEntry(pydantic.BaseModel):
+    id: str
+
+    metadata: dict[str, Any]
+
+    distance: float

pkg/persistence/database.py

@@ -11,7 +11,7 @@ preregistered_managers: list[type[BaseDatabaseManager]] = []
 
 
 def manager_class(name: str) -> None:
-    """注册一个数据库管理类"""
+    """Register a database manager class"""
 
     def decorator(cls: type[BaseDatabaseManager]) -> type[BaseDatabaseManager]:
         cls.name = name
@@ -22,7 +22,7 @@ def manager_class(name: str) -> None:
 
 
 class BaseDatabaseManager(abc.ABC):
-    """基础数据库管理类"""
+    """Base database manager class"""
 
     name: str
 

pkg/persistence/databases/sqlite.py

@@ -7,7 +7,7 @@ from .. import database
 
 @database.manager_class('sqlite')
 class SQLiteDatabaseManager(database.BaseDatabaseManager):
-    """SQLite 数据库管理类"""
+    """SQLite database manager"""
 
     async def initialize(self) -> None:
         sqlite_path = 'data/langbot.db'

pkg/persistence/mgr.py

@@ -22,12 +22,12 @@ importutil.import_modules_in_pkg(persistence)
 
 
 class PersistenceManager:
-    """持久化模块管理器"""
+    """Persistence module manager"""
 
     ap: app.Application
 
     db: database.BaseDatabaseManager
-    """数据库管理器"""
+    """Database manager"""
 
     meta: sqlalchemy.MetaData
 
@@ -79,7 +79,7 @@ class PersistenceManager:
                 'stages': pipeline_service.default_stage_order,
                 'is_default': True,
                 'name': 'ChatPipeline',
-                'description': '默认提供的流水线，您配置的机器人、第一个模型将自动绑定到此流水线',
+                'description': 'Default pipeline, new bots will be bound to this pipeline | 默认提供的流水线，您配置的机器人将自动绑定到此流水线',
                 'config': pipeline_config,
             }
 

pkg/persistence/migration.py

@@ -10,7 +10,7 @@ preregistered_db_migrations: list[typing.Type[DBMigration]] = []
 
 
 def migration_class(number: int):
-    """迁移类装饰器"""
+    """Migration class decorator"""
 
     def wrapper(cls: typing.Type[DBMigration]) -> typing.Type[DBMigration]:
         cls.number = number
@@ -21,20 +21,20 @@ def migration_class(number: int):
 
 
 class DBMigration(abc.ABC):
-    """数据库迁移"""
+    """Database migration"""
 
     number: int
-    """迁移号"""
+    """Migration number"""
 
     def __init__(self, ap: app.Application):
         self.ap = ap
 
     @abc.abstractmethod
     async def upgrade(self):
-        """升级"""
+        """Upgrade"""
         pass
 
     @abc.abstractmethod
     async def downgrade(self):
-        """降级"""
+        """Downgrade"""
         pass

pkg/persistence/migrations/dbm001_migrate_v3_config.py

@@ -15,21 +15,21 @@ from ...entity.persistence import (
 
 @migration.migration_class(1)
 class DBMigrateV3Config(migration.DBMigration):
-    """从 v3 的配置迁移到 v4 的数据库"""
+    """Migrate v3 config to v4 database"""
 
     async def upgrade(self):
-        """升级"""
+        """Upgrade"""
         """
-        将 data/config 下的所有配置文件进行迁移。
-        迁移后，之前的配置文件都保存到 data/legacy/config 下。
-        迁移后，data/metadata/ 下的所有配置文件都保存到 data/legacy/metadata 下。
+        Migrate all config files under data/config.
+        After migration, all previous config files are saved under data/legacy/config.
+        After migration, all config files under data/metadata/ are saved under data/legacy/metadata.
         """
 
         if self.ap.provider_cfg is None:
             return
 
-        # ======= 迁移模型 =======
-        # 只迁移当前选中的模型
+        # ======= Migrate model =======
+        # Only migrate the currently selected model
         model_name = self.ap.provider_cfg.data.get('model', 'gpt-4o')
 
         model_requester = 'openai-chat-completions'
@@ -91,8 +91,8 @@ class DBMigrateV3Config(migration.DBMigration):
             sqlalchemy.insert(persistence_model.LLMModel).values(**llm_model_data)
         )
 
-        # ======= 迁移流水线配置 =======
-        # 修改到默认流水线
+        # ======= Migrate pipeline config =======
+        # Modify to default pipeline
         default_pipeline = [
             self.ap.persistence_mgr.serialize_model(persistence_pipeline.LegacyPipeline, pipeline)
             for pipeline in (
@@ -184,8 +184,8 @@ class DBMigrateV3Config(migration.DBMigration):
                 .where(persistence_pipeline.LegacyPipeline.uuid == default_pipeline['uuid'])
             )
 
-        # ======= 迁移机器人 =======
-        # 只迁移启用的机器人
+        # ======= Migrate bot =======
+        # Only migrate enabled bots
         for adapter in self.ap.platform_cfg.data.get('platform-adapters', []):
             if not adapter.get('enable'):
                 continue
@@ -207,7 +207,7 @@ class DBMigrateV3Config(migration.DBMigration):
 
             await self.ap.persistence_mgr.execute_async(sqlalchemy.insert(persistence_bot.Bot).values(**bot_data))
 
-        # ======= 迁移系统设置 =======
+        # ======= Migrate system settings =======
         self.ap.instance_config.data['admins'] = self.ap.system_cfg.data['admin-sessions']
         self.ap.instance_config.data['api']['port'] = self.ap.system_cfg.data['http-api']['port']
         self.ap.instance_config.data['command'] = {
@@ -223,7 +223,7 @@ class DBMigrateV3Config(migration.DBMigration):
         await self.ap.instance_config.dump_config()
 
         # ======= move files =======
-        # 迁移 data/config 下的所有配置文件
+        # Migrate all config files under data/config
         all_legacy_dir_name = [
             'config',
             # 'metadata',
@@ -246,4 +246,4 @@ class DBMigrateV3Config(migration.DBMigration):
             move_legacy_files(dir_name)
 
     async def downgrade(self):
-        """降级"""
+        """Downgrade"""

pkg/persistence/migrations/dbm002_combine_quote_msg_config.py

@@ -7,10 +7,10 @@ from ...entity.persistence import pipeline as persistence_pipeline
 
 @migration.migration_class(2)
 class DBMigrateCombineQuoteMsgConfig(migration.DBMigration):
-    """引用消息合并配置"""
+    """Combine quote message config"""
 
     async def upgrade(self):
-        """升级"""
+        """Upgrade"""
         # read all pipelines
         pipelines = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_pipeline.LegacyPipeline))
 
@@ -37,5 +37,5 @@ class DBMigrateCombineQuoteMsgConfig(migration.DBMigration):
             )
 
     async def downgrade(self):
-        """降级"""
+        """Downgrade"""
         pass

pkg/persistence/migrations/dbm003_n8n_config.py

@@ -7,10 +7,10 @@ from ...entity.persistence import pipeline as persistence_pipeline
 
 @migration.migration_class(3)
 class DBMigrateN8nConfig(migration.DBMigration):
-    """N8n配置"""
+    """N8n config"""
 
     async def upgrade(self):
-        """升级"""
+        """Upgrade"""
         # read all pipelines
         pipelines = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_pipeline.LegacyPipeline))
 
@@ -45,5 +45,5 @@ class DBMigrateN8nConfig(migration.DBMigration):
             )
 
     async def downgrade(self):
-        """降级"""
+        """Downgrade"""
         pass

pkg/persistence/migrations/dbm004_rag_kb_uuid.py

@@ -0,0 +1,38 @@
+from .. import migration
+
+import sqlalchemy
+
+from ...entity.persistence import pipeline as persistence_pipeline
+
+
+@migration.migration_class(4)
+class DBMigrateRAGKBUUID(migration.DBMigration):
+    """RAG知识库UUID"""
+
+    async def upgrade(self):
+        """升级"""
+        # read all pipelines
+        pipelines = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_pipeline.LegacyPipeline))
+
+        for pipeline in pipelines:
+            serialized_pipeline = self.ap.persistence_mgr.serialize_model(persistence_pipeline.LegacyPipeline, pipeline)
+
+            config = serialized_pipeline['config']
+
+            if 'knowledge-base' not in config['ai']['local-agent']:
+                config['ai']['local-agent']['knowledge-base'] = ''
+
+            await self.ap.persistence_mgr.execute_async(
+                sqlalchemy.update(persistence_pipeline.LegacyPipeline)
+                .where(persistence_pipeline.LegacyPipeline.uuid == serialized_pipeline['uuid'])
+                .values(
+                    {
+                        'config': config,
+                        'for_version': self.ap.ver_mgr.get_current_version(),
+                    }
+                )
+            )
+
+    async def downgrade(self):
+        """降级"""
+        pass

pkg/persistence/migrations/dbm005_pipeline_remove_cot_config.py

@@ -0,0 +1,38 @@
+from .. import migration
+
+import sqlalchemy
+
+from ...entity.persistence import pipeline as persistence_pipeline
+
+
+@migration.migration_class(5)
+class DBMigratePipelineRemoveCotConfig(migration.DBMigration):
+    """Pipeline remove cot config"""
+
+    async def upgrade(self):
+        """Upgrade"""
+        # read all pipelines
+        pipelines = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_pipeline.LegacyPipeline))
+
+        for pipeline in pipelines:
+            serialized_pipeline = self.ap.persistence_mgr.serialize_model(persistence_pipeline.LegacyPipeline, pipeline)
+
+            config = serialized_pipeline['config']
+
+            if 'remove-think' not in config['output']['misc']:
+                config['output']['misc']['remove-think'] = False
+
+            await self.ap.persistence_mgr.execute_async(
+                sqlalchemy.update(persistence_pipeline.LegacyPipeline)
+                .where(persistence_pipeline.LegacyPipeline.uuid == serialized_pipeline['uuid'])
+                .values(
+                    {
+                        'config': config,
+                        'for_version': self.ap.ver_mgr.get_current_version(),
+                    }
+                )
+            )
+
+    async def downgrade(self):
+        """Downgrade"""
+        pass

pkg/pipeline/bansess/bansess.py

@@ -6,9 +6,9 @@ from ...core import entities as core_entities
 
 @stage.stage_class('BanSessionCheckStage')
 class BanSessionCheckStage(stage.PipelineStage):
-    """访问控制处理阶段
+    """Access control processing stage
 
-    仅检查query中群号或个人号是否在访问控制列表中。
+    Only check if the group or personal number in the query is in the access control list.
     """
 
     async def initialize(self, pipeline_config: dict):
@@ -41,5 +41,7 @@ class BanSessionCheckStage(stage.PipelineStage):
         return entities.StageProcessResult(
             result_type=entities.ResultType.CONTINUE if ctn else entities.ResultType.INTERRUPT,
             new_query=query,
-            console_notice=f'根据访问控制忽略消息: {query.launcher_type.value}_{query.launcher_id}' if not ctn else '',
+            console_notice=f'Ignore message according to access control: {query.launcher_type.value}_{query.launcher_id}'
+            if not ctn
+            else '',
         )

pkg/pipeline/cntfilter/cntfilter.py

@@ -67,7 +67,7 @@ class ContentFilterStage(stage.PipelineStage):
         if query.pipeline_config['safety']['content-filter']['scope'] == 'output-msg':
             return entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)
         if not message.strip():
-            return entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)    
+            return entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)
         else:
             for filter in self.filter_chain:
                 if filter_entities.EnableStage.PRE in filter.enable_stages:

pkg/pipeline/cntfilter/filter.py

@@ -13,13 +13,13 @@ preregistered_filters: list[typing.Type[ContentFilter]] = []
 def filter_class(
     name: str,
 ) -> typing.Callable[[typing.Type[ContentFilter]], typing.Type[ContentFilter]]:
-    """内容过滤器类装饰器
+    """Content filter class decorator
 
     Args:
-        name (str): 过滤器名称
+        name (str): Filter name
 
     Returns:
-        typing.Callable[[typing.Type[ContentFilter]], typing.Type[ContentFilter]]: 装饰器
+        typing.Callable[[typing.Type[ContentFilter]], typing.Type[ContentFilter]]: Decorator
     """
 
     def decorator(cls: typing.Type[ContentFilter]) -> typing.Type[ContentFilter]:
@@ -35,7 +35,7 @@ def filter_class(
 
 
 class ContentFilter(metaclass=abc.ABCMeta):
-    """内容过滤器抽象类"""
+    """Content filter abstract class"""
 
     name: str
 
@@ -46,31 +46,31 @@ class ContentFilter(metaclass=abc.ABCMeta):
 
     @property
     def enable_stages(self):
-        """启用的阶段
+        """Enabled stages
 
-        默认为消息请求AI前后的两个阶段。
+        Default is the two stages before and after the message request to AI.
 
-        entity.EnableStage.PRE: 消息请求AI前，此时需要检查的内容是用户的输入消息。
-        entity.EnableStage.POST: 消息请求AI后，此时需要检查的内容是AI的回复消息。
+        entity.EnableStage.PRE: Before message request to AI, the content to check is the user's input message.
+        entity.EnableStage.POST: After message request to AI, the content to check is the AI's reply message.
         """
         return [entities.EnableStage.PRE, entities.EnableStage.POST]
 
     async def initialize(self):
-        """初始化过滤器"""
+        """Initialize filter"""
         pass
 
     @abc.abstractmethod
     async def process(self, query: core_entities.Query, message: str = None, image_url=None) -> entities.FilterResult:
-        """处理消息
+        """Process message
 
-        分为前后阶段，具体取决于 enable_stages 的值。
-        对于内容过滤器来说，不需要考虑消息所处的阶段，只需要检查消息内容即可。
+        It is divided into two stages, depending on the value of enable_stages.
+        For content filters, you do not need to consider the stage of the message, you only need to check the message content.
 
         Args:
-            message (str): 需要检查的内容
-            image_url (str): 要检查的图片的 URL
+            message (str): Content to check
+            image_url (str): URL of the image to check
 
         Returns:
-            entities.FilterResult: 过滤结果，具体内容请查看 entities.FilterResult 类的文档
+            entities.FilterResult: Filter result, please refer to the documentation of entities.FilterResult class
         """
         raise NotImplementedError

pkg/pipeline/cntfilter/filters/banwords.py

@@ -8,7 +8,7 @@ from ....core import entities as core_entities
 
 @filter_model.filter_class('ban-word-filter')
 class BanWordFilter(filter_model.ContentFilter):
-    """根据内容过滤"""
+    """Filter content"""
 
     async def initialize(self):
         pass

pkg/pipeline/cntfilter/filters/cntignore.py

@@ -8,7 +8,7 @@ from ....core import entities as core_entities
 
 @filter_model.filter_class('content-ignore')
 class ContentIgnore(filter_model.ContentFilter):
-    """根据内容忽略消息"""
+    """Ignore message according to content"""
 
     @property
     def enable_stages(self):
@@ -24,7 +24,7 @@ class ContentIgnore(filter_model.ContentFilter):
                         level=entities.ResultLevel.BLOCK,
                         replacement='',
                         user_notice='',
-                        console_notice='根据 ignore_rules 中的 prefix 规则，忽略消息',
+                        console_notice='Ignore message according to prefix rule in ignore_rules',
                     )
 
         if 'regexp' in query.pipeline_config['trigger']['ignore-rules']:
@@ -34,7 +34,7 @@ class ContentIgnore(filter_model.ContentFilter):
                         level=entities.ResultLevel.BLOCK,
                         replacement='',
                         user_notice='',
-                        console_notice='根据 ignore_rules 中的 regexp 规则，忽略消息',
+                        console_notice='Ignore message according to regexp rule in ignore_rules',
                     )
 
         return entities.FilterResult(

pkg/pipeline/longtext/longtext.py

@@ -16,9 +16,9 @@ importutil.import_modules_in_pkg(strategies)
 
 @stage.stage_class('LongTextProcessStage')
 class LongTextProcessStage(stage.PipelineStage):
-    """长消息处理阶段
+    """Long message processing stage
 
-    改写：
+    Rewrite:
         - resp_message_chain
     """
 
@@ -36,22 +36,22 @@ class LongTextProcessStage(stage.PipelineStage):
                         use_font = 'C:/Windows/Fonts/msyh.ttc'
                         if not os.path.exists(use_font):
                             self.ap.logger.warn(
-                                '未找到字体文件，且无法使用Windows自带字体，更换为转发消息组件以发送长消息，您可以在配置文件中调整相关设置。'
+                                'Font file not found, and Windows system font cannot be used, switch to forward message component to send long messages, you can adjust the related settings in the configuration file.'
                             )
                             config['blob_message_strategy'] = 'forward'
                         else:
-                            self.ap.logger.info('使用Windows自带字体：' + use_font)
+                            self.ap.logger.info('Using Windows system font: ' + use_font)
                             config['font-path'] = use_font
                     else:
                         self.ap.logger.warn(
-                            '未找到字体文件，且无法使用系统自带字体，更换为转发消息组件以发送长消息，您可以在配置文件中调整相关设置。'
+                            'Font file not found, and system font cannot be used, switch to forward message component to send long messages, you can adjust the related settings in the configuration file.'
                         )
 
                         pipeline_config['output']['long-text-processing']['strategy'] = 'forward'
             except Exception:
                 traceback.print_exc()
                 self.ap.logger.error(
-                    '加载字体文件失败({})，更换为转发消息组件以发送长消息，您可以在配置文件中调整相关设置。'.format(
+                    'Failed to load font file ({}), switch to forward message component to send long messages, you can adjust the related settings in the configuration file.'.format(
                         use_font
                     )
                 )
@@ -63,12 +63,12 @@ class LongTextProcessStage(stage.PipelineStage):
                 self.strategy_impl = strategy_cls(self.ap)
                 break
         else:
-            raise ValueError(f'未找到名为 {config["strategy"]} 的长消息处理策略')
+            raise ValueError(f'Long message processing strategy not found: {config["strategy"]}')
 
         await self.strategy_impl.initialize()
 
     async def process(self, query: core_entities.Query, stage_inst_name: str) -> entities.StageProcessResult:
-        # 检查是否包含非 Plain 组件
+        # Check if it contains non-Plain components
         contains_non_plain = False
 
         for msg in query.resp_message_chain[-1]:
@@ -77,7 +77,7 @@ class LongTextProcessStage(stage.PipelineStage):
                 break
 
         if contains_non_plain:
-            self.ap.logger.debug('消息中包含非 Plain 组件，跳过长消息处理。')
+            self.ap.logger.debug('Message contains non-Plain components, skip long message processing.')
         elif (
             len(str(query.resp_message_chain[-1]))
             > query.pipeline_config['output']['long-text-processing']['threshold']

pkg/pipeline/longtext/strategies/forward.py

@@ -15,17 +15,17 @@ Forward = platform_message.Forward
 class ForwardComponentStrategy(strategy_model.LongTextStrategy):
     async def process(self, message: str, query: core_entities.Query) -> list[platform_message.MessageComponent]:
         display = ForwardMessageDiaplay(
-            title='群聊的聊天记录',
-            brief='[聊天记录]',
-            source='聊天记录',
-            preview=['QQ用户: ' + message],
-            summary='查看1条转发消息',
+            title='Group chat history',
+            brief='[Chat history]',
+            source='Chat history',
+            preview=['User: ' + message],
+            summary='View 1 forwarded message',
         )
 
         node_list = [
             platform_message.ForwardMessageNode(
                 sender_id=query.adapter.bot_account_id,
-                sender_name='QQ用户',
+                sender_name='User',
                 message_chain=platform_message.MessageChain([message]),
             )
         ]

pkg/pipeline/longtext/strategy.py

@@ -14,13 +14,13 @@ preregistered_strategies: list[typing.Type[LongTextStrategy]] = []
 def strategy_class(
     name: str,
 ) -> typing.Callable[[typing.Type[LongTextStrategy]], typing.Type[LongTextStrategy]]:
-    """长文本处理策略类装饰器
+    """Long text processing strategy class decorator
 
     Args:
-        name (str): 策略名称
+        name (str): Strategy name
 
     Returns:
-        typing.Callable[[typing.Type[LongTextStrategy]], typing.Type[LongTextStrategy]]: 装饰器
+        typing.Callable[[typing.Type[LongTextStrategy]], typing.Type[LongTextStrategy]]: Decorator
     """
 
     def decorator(cls: typing.Type[LongTextStrategy]) -> typing.Type[LongTextStrategy]:
@@ -36,7 +36,7 @@ def strategy_class(
 
 
 class LongTextStrategy(metaclass=abc.ABCMeta):
-    """长文本处理策略抽象类"""
+    """Long text processing strategy abstract class"""
 
     name: str
 
@@ -50,15 +50,15 @@ class LongTextStrategy(metaclass=abc.ABCMeta):
 
     @abc.abstractmethod
     async def process(self, message: str, query: core_entities.Query) -> list[platform_message.MessageComponent]:
-        """处理长文本
+        """Process long text
 
-        在 platform.json 中配置 long-text-process 字段，只要 文本长度超过了 threshold 就会调用此方法
+        If the text length exceeds the threshold, this method will be called.
 
         Args:
-            message (str): 消息
-            query (core_entities.Query): 此次请求的上下文对象
+            message (str): Message
+            query (core_entities.Query): Query object
 
         Returns:
-            list[platform_message.MessageComponent]: 转换后的 平台 消息组件列表
+            list[platform_message.MessageComponent]: Converted platform message components
         """
         return []

pkg/pipeline/msgtrun/msgtrun.py

@@ -12,9 +12,9 @@ importutil.import_modules_in_pkg(truncators)
 
 @stage.stage_class('ConversationMessageTruncator')
 class ConversationMessageTruncator(stage.PipelineStage):
-    """会话消息截断器
+    """Conversation message truncator
 
-    用于截断会话消息链，以适应平台消息长度限制。
+    Used to truncate the conversation message chain to adapt to the LLM message length limit.
     """
 
     trun: truncator.Truncator
@@ -27,10 +27,10 @@ class ConversationMessageTruncator(stage.PipelineStage):
                 self.trun = trun(self.ap)
                 break
         else:
-            raise ValueError(f'未知的截断器: {use_method}')
+            raise ValueError(f'Unknown truncator: {use_method}')
 
     async def process(self, query: core_entities.Query, stage_inst_name: str) -> entities.StageProcessResult:
-        """处理"""
+        """Process"""
         query = await self.trun.truncate(query)
 
         return entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)

pkg/pipeline/msgtrun/truncators/round.py

@@ -6,17 +6,17 @@ from ....core import entities as core_entities
 
 @truncator.truncator_class('round')
 class RoundTruncator(truncator.Truncator):
-    """前文回合数阶段器"""
+    """Truncate the conversation message chain to adapt to the LLM message length limit."""
 
     async def truncate(self, query: core_entities.Query) -> core_entities.Query:
-        """截断"""
+        """Truncate"""
         max_round = query.pipeline_config['ai']['local-agent']['max-round']
 
         temp_messages = []
 
         current_round = 0
 
-        # 从后往前遍历
+        # Traverse from back to front
         for msg in query.messages[::-1]:
             if current_round < max_round:
                 temp_messages.append(msg)

pkg/pipeline/pipelinemgr.py

@@ -93,12 +93,20 @@ class RuntimePipeline:
                 query.message_event, platform_events.GroupMessage
             ):
                 result.user_notice.insert(0, platform_message.At(query.message_event.sender.id))
-
-            await query.adapter.reply_message(
-                message_source=query.message_event,
-                message=result.user_notice,
-                quote_origin=query.pipeline_config['output']['misc']['quote-origin'],
-            )
+            if await query.adapter.is_stream_output_supported():
+                await query.adapter.reply_message_chunk(
+                    message_source=query.message_event,
+                    bot_message=query.resp_messages[-1],
+                    message=result.user_notice,
+                    quote_origin=query.pipeline_config['output']['misc']['quote-origin'],
+                    is_final=[msg.is_final for msg in query.resp_messages][0]
+                )
+            else:
+                await query.adapter.reply_message(
+                    message_source=query.message_event,
+                    message=result.user_notice,
+                    quote_origin=query.pipeline_config['output']['misc']['quote-origin'],
+                )
         if result.debug_notice:
             self.ap.logger.debug(result.debug_notice)
         if result.console_notice:
@@ -144,23 +152,27 @@ class RuntimePipeline:
                 result = await result
 
             if isinstance(result, pipeline_entities.StageProcessResult):  # 直接返回结果
-                self.ap.logger.debug(f'Stage {stage_container.inst_name} processed query {query} res {result}')
+                self.ap.logger.debug(
+                    f'Stage {stage_container.inst_name} processed query {query.query_id} res {result.result_type}'
+                )
                 await self._check_output(query, result)
 
                 if result.result_type == pipeline_entities.ResultType.INTERRUPT:
-                    self.ap.logger.debug(f'Stage {stage_container.inst_name} interrupted query {query}')
+                    self.ap.logger.debug(f'Stage {stage_container.inst_name} interrupted query {query.query_id}')
                     break
                 elif result.result_type == pipeline_entities.ResultType.CONTINUE:
                     query = result.new_query
             elif isinstance(result, typing.AsyncGenerator):  # 生成器
-                self.ap.logger.debug(f'Stage {stage_container.inst_name} processed query {query} gen')
+                self.ap.logger.debug(f'Stage {stage_container.inst_name} processed query {query.query_id} gen')
 
                 async for sub_result in result:
-                    self.ap.logger.debug(f'Stage {stage_container.inst_name} processed query {query} res {sub_result}')
+                    self.ap.logger.debug(
+                        f'Stage {stage_container.inst_name} processed query {query.query_id} res {sub_result.result_type}'
+                    )
                     await self._check_output(query, sub_result)
 
                     if sub_result.result_type == pipeline_entities.ResultType.INTERRUPT:
-                        self.ap.logger.debug(f'Stage {stage_container.inst_name} interrupted query {query}')
+                        self.ap.logger.debug(f'Stage {stage_container.inst_name} interrupted query {query.query_id}')
                         break
                     elif sub_result.result_type == pipeline_entities.ResultType.CONTINUE:
                         query = sub_result.new_query
@@ -192,7 +204,7 @@ class RuntimePipeline:
             if event_ctx.is_prevented_default():
                 return
 
-            self.ap.logger.debug(f'Processing query {query}')
+            self.ap.logger.debug(f'Processing query {query.query_id}')
 
             await self._execute_from_stage(0, query)
         except Exception as e:
@@ -200,7 +212,7 @@ class RuntimePipeline:
             self.ap.logger.error(f'处理请求时出错 query_id={query.query_id} stage={inst_name} : {e}')
             self.ap.logger.error(f'Traceback: {traceback.format_exc()}')
         finally:
-            self.ap.logger.debug(f'Query {query} processed')
+            self.ap.logger.debug(f'Query {query.query_id} processed')
 
 
 class PipelineManager:

pkg/pipeline/preproc/preproc.py

@@ -11,11 +11,11 @@ from ...platform.types import message as platform_message
 
 @stage.stage_class('PreProcessor')
 class PreProcessor(stage.PipelineStage):
-    """请求预处理阶段
+    """Request pre-processing stage
 
-    签出会话、prompt、上文、模型、内容函数。
+    Check out session, prompt, context, model, and content functions.
 
-    改写：
+    Rewrite:
         - session
         - prompt
         - messages
@@ -29,12 +29,12 @@ class PreProcessor(stage.PipelineStage):
         query: core_entities.Query,
         stage_inst_name: str,
     ) -> entities.StageProcessResult:
-        """处理"""
+        """Process"""
         selected_runner = query.pipeline_config['ai']['runner']['runner']
 
         session = await self.ap.sess_mgr.get_session(query)
 
-        # 非 local-agent 时，llm_model 为 None
+        # When not local-agent, llm_model is None
         llm_model = (
             await self.ap.model_mgr.get_model_by_uuid(query.pipeline_config['ai']['local-agent']['model'])
             if selected_runner == 'local-agent'
@@ -51,7 +51,7 @@ class PreProcessor(stage.PipelineStage):
 
         conversation.use_llm_model = llm_model
 
-        # 设置query
+        # Set query
         query.session = session
         query.prompt = conversation.prompt.copy()
         query.messages = conversation.messages.copy()
@@ -80,14 +80,15 @@ class PreProcessor(stage.PipelineStage):
                         if me.type == 'image_url':
                             msg.content.remove(me)
 
-        content_list = []
+        content_list: list[llm_entities.ContentElement] = []
 
         plain_text = ''
         qoute_msg = query.pipeline_config['trigger'].get('misc', '').get('combine-quote-message')
 
+        # tidy the content_list
+        # combine all text content into one, and put it in the first position
         for me in query.message_chain:
             if isinstance(me, platform_message.Plain):
-                content_list.append(llm_entities.ContentElement.from_text(me.text))
                 plain_text += me.text
             elif isinstance(me, platform_message.Image):
                 if selected_runner != 'local-agent' or query.use_llm_model.model_entity.abilities.__contains__(
@@ -106,10 +107,12 @@ class PreProcessor(stage.PipelineStage):
                             if msg.base64 is not None:
                                 content_list.append(llm_entities.ContentElement.from_image_base64(msg.base64))
 
+        content_list.insert(0, llm_entities.ContentElement.from_text(plain_text))
+
         query.variables['user_message_text'] = plain_text
 
         query.user_message = llm_entities.Message(role='user', content=content_list)
-        # =========== 触发事件 PromptPreProcessing
+        # =========== Trigger event PromptPreProcessing
 
         event_ctx = await self.ap.plugin_mgr.emit_event(
             event=events.PromptPreProcessing(

pkg/pipeline/process/handler.py

@@ -25,7 +25,7 @@ class MessageHandler(metaclass=abc.ABCMeta):
 
     def cut_str(self, s: str) -> str:
         """
-        取字符串第一行，最多20个字符，若有多行，或超过20个字符，则加省略号
+        Take the first line of the string, up to 20 characters, if there are multiple lines, or more than 20 characters, add an ellipsis
         """
         s0 = s.split('\n')[0]
         if len(s0) > 20 or '\n' in s:

pkg/pipeline/process/handlers/chat.py

@@ -1,5 +1,6 @@
 from __future__ import annotations
 
+import uuid
 import typing
 import traceback
 
@@ -46,7 +47,6 @@ class ChatMessageHandler(handler.MessageHandler):
         if event_ctx.is_prevented_default():
             if event_ctx.event.reply is not None:
                 mc = platform_message.MessageChain(event_ctx.event.reply)
-
                 query.resp_messages.append(mc)
 
                 yield entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)
@@ -58,6 +58,10 @@ class ChatMessageHandler(handler.MessageHandler):
                 query.user_message.content = event_ctx.event.alter
 
             text_length = 0
+            try:
+                is_stream = await query.adapter.is_stream_output_supported()
+            except AttributeError:
+                is_stream = False
 
             try:
                 for r in runner_module.preregistered_runners:
@@ -66,21 +70,41 @@ class ChatMessageHandler(handler.MessageHandler):
                         break
                 else:
                     raise ValueError(f'未找到请求运行器: {query.pipeline_config["ai"]["runner"]["runner"]}')
+                if is_stream:
+                    resp_message_id = uuid.uuid4()
+                    await query.adapter.create_message_card(str(resp_message_id), query.message_event)
+                    async for result in runner.run(query):
+                        result.resp_message_id = str(resp_message_id)
+                        if query.resp_messages:
+                            query.resp_messages.pop()
+                        if query.resp_message_chain:
+                            query.resp_message_chain.pop()
 
-                async for result in runner.run(query):
-                    query.resp_messages.append(result)
+                        query.resp_messages.append(result)
+                        self.ap.logger.info(f'对话({query.query_id})流式响应: {self.cut_str(result.readable_str())}')
 
-                    self.ap.logger.info(f'对话({query.query_id})响应: {self.cut_str(result.readable_str())}')
+                        if result.content is not None:
+                            text_length += len(result.content)
 
-                    if result.content is not None:
-                        text_length += len(result.content)
+                        yield entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)
 
-                    yield entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)
+                else:
+                    async for result in runner.run(query):
+                        query.resp_messages.append(result)
+
+                        self.ap.logger.info(f'对话({query.query_id})响应: {self.cut_str(result.readable_str())}')
+
+                        if result.content is not None:
+                            text_length += len(result.content)
+
+                        yield entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)
 
                 query.session.using_conversation.messages.append(query.user_message)
+
                 query.session.using_conversation.messages.extend(query.resp_messages)
             except Exception as e:
                 self.ap.logger.error(f'对话({query.query_id})请求失败: {type(e).__name__} {str(e)}')
+                traceback.print_exc()
 
                 hide_exception_info = query.pipeline_config['output']['misc']['hide-exception']
 
@@ -93,4 +117,4 @@ class ChatMessageHandler(handler.MessageHandler):
                 )
             finally:
                 # TODO statistics
-                pass
+                pass

pkg/pipeline/process/handlers/command.py

@@ -15,7 +15,7 @@ class CommandHandler(handler.MessageHandler):
         self,
         query: core_entities.Query,
     ) -> typing.AsyncGenerator[entities.StageProcessResult, None]:
-        """处理"""
+        """Process"""
 
         command_text = str(query.message_chain).strip()[1:]
 
@@ -70,7 +70,7 @@ class CommandHandler(handler.MessageHandler):
                         )
                     )
 
-                    self.ap.logger.info(f'命令({query.query_id})报错: {self.cut_str(str(ret.error))}')
+                    self.ap.logger.info(f'Command({query.query_id}) error: {self.cut_str(str(ret.error))}')
 
                     yield entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)
                 elif ret.text is not None or ret.image_url is not None:
@@ -89,7 +89,7 @@ class CommandHandler(handler.MessageHandler):
                         )
                     )
 
-                    self.ap.logger.info(f'命令返回: {self.cut_str(str(content[0]))}')
+                    self.ap.logger.info(f'Command returned: {self.cut_str(str(content[0]))}')
 
                     yield entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)
                 else:

pkg/pipeline/process/process.py

@@ -33,11 +33,11 @@ class Processor(stage.PipelineStage):
         query: core_entities.Query,
         stage_inst_name: str,
     ) -> entities.StageProcessResult:
-        """处理"""
+        """Process"""
         message_text = str(query.message_chain).strip()
 
         self.ap.logger.info(
-            f'处理 {query.launcher_type.value}_{query.launcher_id} 的请求({query.query_id}): {message_text}'
+            f'Processing request from {query.launcher_type.value}_{query.launcher_id} ({query.query_id}): {message_text}'
         )
 
         async def generator():

pkg/pipeline/respback/respback.py

@@ -7,6 +7,10 @@ import asyncio
 from ...platform.types import events as platform_events
 from ...platform.types import message as platform_message
 
+from ...provider import entities as llm_entities
+
+
+
 from .. import stage, entities
 from ...core import entities as core_entities
 
@@ -36,10 +40,22 @@ class SendResponseBackStage(stage.PipelineStage):
 
         quote_origin = query.pipeline_config['output']['misc']['quote-origin']
 
-        await query.adapter.reply_message(
-            message_source=query.message_event,
-            message=query.resp_message_chain[-1],
-            quote_origin=quote_origin,
-        )
+        has_chunks = any(isinstance(msg, llm_entities.MessageChunk) for msg in query.resp_messages)
+        # TODO 命令与流式的兼容性问题
+        if await query.adapter.is_stream_output_supported() and has_chunks:
+            is_final = [msg.is_final for msg in query.resp_messages][0]
+            await query.adapter.reply_message_chunk(
+                message_source=query.message_event,
+                bot_message=query.resp_messages[-1],
+                message=query.resp_message_chain[-1],
+                quote_origin=quote_origin,
+                is_final=is_final,
+            )
+        else:
+            await query.adapter.reply_message(
+                message_source=query.message_event,
+                message=query.resp_message_chain[-1],
+                quote_origin=quote_origin,
+            )
 
         return entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)

pkg/platform/adapter.py

@@ -61,14 +61,40 @@ class MessagePlatformAdapter(metaclass=abc.ABCMeta):
         """
         raise NotImplementedError
 
+    async def reply_message_chunk(
+        self,
+        message_source: platform_events.MessageEvent,
+        bot_message: dict,
+        message: platform_message.MessageChain,
+        quote_origin: bool = False,
+        is_final: bool = False,
+    ):
+        """回复消息（流式输出）
+        Args:
+            message_source (platform.types.MessageEvent): 消息源事件
+            message_id (int): 消息ID
+            message (platform.types.MessageChain): 消息链
+            quote_origin (bool, optional): 是否引用原消息. Defaults to False.
+            is_final (bool, optional): 流式是否结束. Defaults to False.
+        """
+        raise NotImplementedError
+
+    async def create_message_card(self, message_id: typing.Type[str, int], event: platform_events.MessageEvent) -> bool:
+        """创建卡片消息
+        Args:
+            message_id (str): 消息ID
+            event (platform_events.MessageEvent): 消息源事件
+        """
+        return False
+
     async def is_muted(self, group_id: int) -> bool:
         """获取账号是否在指定群被禁言"""
         raise NotImplementedError
 
     def register_listener(
         self,
-        event_type: typing.Type[platform_message.Event],
-        callback: typing.Callable[[platform_message.Event, MessagePlatformAdapter], None],
+        event_type: typing.Type[platform_events.Event],
+        callback: typing.Callable[[platform_events.Event, MessagePlatformAdapter], None],
     ):
         """注册事件监听器
 
@@ -80,8 +106,8 @@ class MessagePlatformAdapter(metaclass=abc.ABCMeta):
 
     def unregister_listener(
         self,
-        event_type: typing.Type[platform_message.Event],
-        callback: typing.Callable[[platform_message.Event, MessagePlatformAdapter], None],
+        event_type: typing.Type[platform_events.Event],
+        callback: typing.Callable[[platform_events.Event, MessagePlatformAdapter], None],
     ):
         """注销事件监听器
 
@@ -95,6 +121,10 @@ class MessagePlatformAdapter(metaclass=abc.ABCMeta):
         """异步运行"""
         raise NotImplementedError
 
+    async def is_stream_output_supported(self) -> bool:
+        """是否支持流式输出"""
+        return False
+
     async def kill(self) -> bool:
         """关闭适配器
 
@@ -136,7 +166,7 @@ class EventConverter:
     """事件转换器基类"""
 
     @staticmethod
-    def yiri2target(event: typing.Type[platform_message.Event]):
+    def yiri2target(event: typing.Type[platform_events.Event]):
         """将源平台事件转换为目标平台事件
 
         Args:
@@ -148,7 +178,7 @@ class EventConverter:
         raise NotImplementedError
 
     @staticmethod
-    def target2yiri(event: typing.Any) -> platform_message.Event:
+    def target2yiri(event: typing.Any) -> platform_events.Event:
         """将目标平台事件的调用参数转换为源平台的事件参数对象
 
         Args:

pkg/platform/botmgr.py

@@ -120,8 +120,10 @@ class RuntimeBot:
                 if isinstance(e, asyncio.CancelledError):
                     self.task_context.set_current_action('Exited.')
                     return
+
+                traceback_str = traceback.format_exc()
                 self.task_context.set_current_action('Exited with error.')
-                await self.logger.error(f'平台适配器运行出错:\n{e}\n{traceback.format_exc()}')
+                await self.logger.error(f'平台适配器运行出错:\n{e}\n{traceback_str}')
 
         self.task_wrapper = self.ap.task_mgr.create_task(
             exception_wrapper(),

pkg/platform/logger.py

@@ -119,7 +119,7 @@ class EventLogger:
     async def _truncate_logs(self):
         if len(self.logs) > MAX_LOG_COUNT:
             for i in range(DELETE_COUNT_PER_TIME):
-                for image_key in self.logs[i].images:
+                for image_key in self.logs[i].images:  # type: ignore
                     await self.ap.storage_mgr.storage_provider.delete(image_key)
             self.logs = self.logs[DELETE_COUNT_PER_TIME:]
 

pkg/platform/sources/aiocqhttp.py

@@ -16,7 +16,6 @@ from ..logger import EventLogger
 
 
 class AiocqhttpMessageConverter(adapter.MessageConverter):
-
     @staticmethod
     async def yiri2target(
         message_chain: platform_message.MessageChain,
@@ -62,87 +61,169 @@ class AiocqhttpMessageConverter(adapter.MessageConverter):
                 for node in msg.node_list:
                     msg_list.extend((await AiocqhttpMessageConverter.yiri2target(node.message_chain))[0])
             elif isinstance(msg, platform_message.File):
-                msg_list.append({"type":"file", "data":{'file': msg.url, "name": msg.name}})
+                msg_list.append({'type': 'file', 'data': {'file': msg.url, 'name': msg.name}})
             elif isinstance(msg, platform_message.Face):
-                if msg.face_type=='face':
+                if msg.face_type == 'face':
                     msg_list.append(aiocqhttp.MessageSegment.face(msg.face_id))
-                elif msg.face_type=='rps':
+                elif msg.face_type == 'rps':
                     msg_list.append(aiocqhttp.MessageSegment.rps())
-                elif msg.face_type=='dice':
+                elif msg.face_type == 'dice':
                     msg_list.append(aiocqhttp.MessageSegment.dice())
 
-
             else:
                 msg_list.append(aiocqhttp.MessageSegment.text(str(msg)))
 
         return msg_list, msg_id, msg_time
 
     @staticmethod
-    async def target2yiri(message: str, message_id: int = -1,bot=None):
-        print(message)
+    async def target2yiri(message: str, message_id: int = -1, bot: aiocqhttp.CQHttp = None):
         message = aiocqhttp.Message(message)
 
         def get_face_name(face_id):
             face_code_dict = {
-                "2": '好色',
-                "4": "得意", "5": "流泪", "8": "睡", "9": "大哭", "10": "尴尬", "12": "调皮", "14": "微笑", "16": "酷",
-                "21": "可爱",
-                "23": "傲慢", "24": "饥饿", "25": "困", "26": "惊恐", "27": "流汗", "28": "憨笑", "29": "悠闲",
-                "30": "奋斗",
-                "32": "疑问", "33": "嘘", "34": "晕", "38": "敲打", "39": "再见", "41": "发抖", "42": "爱情",
-                "43": "跳跳",
-                "49": "拥抱", "53": "蛋糕", "60": "咖啡", "63": "玫瑰", "66": "爱心", "74": "太阳", "75": "月亮",
-                "76": "赞",
-                "78": "握手", "79": "胜利", "85": "飞吻", "89": "西瓜", "96": "冷汗", "97": "擦汗", "98": "抠鼻",
-                "99": "鼓掌",
-                "100": "糗大了", "101": "坏笑", "102": "左哼哼", "103": "右哼哼", "104": "哈欠", "106": "委屈",
-                "109": "左亲亲",
-                "111": "可怜", "116": "示爱", "118": "抱拳", "120": "拳头", "122": "爱你", "123": "NO", "124": "OK",
-                "125": "转圈",
-                "129": "挥手", "144": "喝彩", "147": "棒棒糖", "171": "茶", "173": "泪奔", "174": "无奈", "175": "卖萌",
-                "176": "小纠结", "179": "doge", "180": "惊喜", "181": "骚扰", "182": "笑哭", "183": "我最美",
-                "201": "点赞",
-                "203": "托脸", "212": "托腮", "214": "啵啵", "219": "蹭一蹭", "222": "抱抱", "227": "拍手",
-                "232": "佛系",
-                "240": "喷脸", "243": "甩头", "246": "加油抱抱", "262": "脑阔疼", "264": "捂脸", "265": "辣眼睛",
-                "266": "哦哟",
-                "267": "头秃", "268": "问号脸", "269": "暗中观察", "270": "emm", "271": "吃瓜", "272": "呵呵哒",
-                "273": "我酸了",
-                "277": "汪汪", "278": "汗", "281": "无眼笑", "282": "敬礼", "284": "面无表情", "285": "摸鱼",
-                "287": "哦",
-                "289": "睁眼", "290": "敲开心", "293": "摸锦鲤", "294": "期待", "297": "拜谢", "298": "元宝",
-                "299": "牛啊",
-                "305": "右亲亲", "306": "牛气冲天", "307": "喵喵", "314": "仔细分析", "315": "加油", "318": "崇拜",
-                "319": "比心",
-                "320": "庆祝", "322": "拒绝", "324": "吃糖", "326": "生气"
+                '2': '好色',
+                '4': '得意',
+                '5': '流泪',
+                '8': '睡',
+                '9': '大哭',
+                '10': '尴尬',
+                '12': '调皮',
+                '14': '微笑',
+                '16': '酷',
+                '21': '可爱',
+                '23': '傲慢',
+                '24': '饥饿',
+                '25': '困',
+                '26': '惊恐',
+                '27': '流汗',
+                '28': '憨笑',
+                '29': '悠闲',
+                '30': '奋斗',
+                '32': '疑问',
+                '33': '嘘',
+                '34': '晕',
+                '38': '敲打',
+                '39': '再见',
+                '41': '发抖',
+                '42': '爱情',
+                '43': '跳跳',
+                '49': '拥抱',
+                '53': '蛋糕',
+                '60': '咖啡',
+                '63': '玫瑰',
+                '66': '爱心',
+                '74': '太阳',
+                '75': '月亮',
+                '76': '赞',
+                '78': '握手',
+                '79': '胜利',
+                '85': '飞吻',
+                '89': '西瓜',
+                '96': '冷汗',
+                '97': '擦汗',
+                '98': '抠鼻',
+                '99': '鼓掌',
+                '100': '糗大了',
+                '101': '坏笑',
+                '102': '左哼哼',
+                '103': '右哼哼',
+                '104': '哈欠',
+                '106': '委屈',
+                '109': '左亲亲',
+                '111': '可怜',
+                '116': '示爱',
+                '118': '抱拳',
+                '120': '拳头',
+                '122': '爱你',
+                '123': 'NO',
+                '124': 'OK',
+                '125': '转圈',
+                '129': '挥手',
+                '144': '喝彩',
+                '147': '棒棒糖',
+                '171': '茶',
+                '173': '泪奔',
+                '174': '无奈',
+                '175': '卖萌',
+                '176': '小纠结',
+                '179': 'doge',
+                '180': '惊喜',
+                '181': '骚扰',
+                '182': '笑哭',
+                '183': '我最美',
+                '201': '点赞',
+                '203': '托脸',
+                '212': '托腮',
+                '214': '啵啵',
+                '219': '蹭一蹭',
+                '222': '抱抱',
+                '227': '拍手',
+                '232': '佛系',
+                '240': '喷脸',
+                '243': '甩头',
+                '246': '加油抱抱',
+                '262': '脑阔疼',
+                '264': '捂脸',
+                '265': '辣眼睛',
+                '266': '哦哟',
+                '267': '头秃',
+                '268': '问号脸',
+                '269': '暗中观察',
+                '270': 'emm',
+                '271': '吃瓜',
+                '272': '呵呵哒',
+                '273': '我酸了',
+                '277': '汪汪',
+                '278': '汗',
+                '281': '无眼笑',
+                '282': '敬礼',
+                '284': '面无表情',
+                '285': '摸鱼',
+                '287': '哦',
+                '289': '睁眼',
+                '290': '敲开心',
+                '293': '摸锦鲤',
+                '294': '期待',
+                '297': '拜谢',
+                '298': '元宝',
+                '299': '牛啊',
+                '305': '右亲亲',
+                '306': '牛气冲天',
+                '307': '喵喵',
+                '314': '仔细分析',
+                '315': '加油',
+                '318': '崇拜',
+                '319': '比心',
+                '320': '庆祝',
+                '322': '拒绝',
+                '324': '吃糖',
+                '326': '生气',
             }
-            return face_code_dict.get(face_id,'')
+            return face_code_dict.get(face_id, '')
 
         async def process_message_data(msg_data, reply_list):
-            if msg_data["type"] == "image":
-                image_base64, image_format = await image.qq_image_url_to_base64(msg_data["data"]['url'])
-                reply_list.append(
-                    platform_message.Image(base64=f'data:image/{image_format};base64,{image_base64}'))
+            if msg_data['type'] == 'image':
+                image_base64, image_format = await image.qq_image_url_to_base64(msg_data['data']['url'])
+                reply_list.append(platform_message.Image(base64=f'data:image/{image_format};base64,{image_base64}'))
 
-            elif msg_data["type"] == "text":
-                reply_list.append(platform_message.Plain(text=msg_data["data"]["text"]))
+            elif msg_data['type'] == 'text':
+                reply_list.append(platform_message.Plain(text=msg_data['data']['text']))
 
-            elif msg_data["type"] == "forward":  # 这里来应该传入转发消息组，暂时传入qoute
-                for forward_msg_datas in msg_data["data"]["content"]:
-                    for forward_msg_data in forward_msg_datas["message"]:
+            elif msg_data['type'] == 'forward':  # 这里来应该传入转发消息组，暂时传入qoute
+                for forward_msg_datas in msg_data['data']['content']:
+                    for forward_msg_data in forward_msg_datas['message']:
                         await process_message_data(forward_msg_data, reply_list)
 
-            elif msg_data["type"] == "at":
-                if msg_data["data"]['qq'] == 'all':
+            elif msg_data['type'] == 'at':
+                if msg_data['data']['qq'] == 'all':
                     reply_list.append(platform_message.AtAll())
                 else:
                     reply_list.append(
                         platform_message.At(
-                            target=msg_data["data"]['qq'],
+                            target=msg_data['data']['qq'],
                         )
                     )
 
-
         yiri_msg_list = []
 
         yiri_msg_list.append(platform_message.Source(id=message_id, time=datetime.datetime.now()))
@@ -161,10 +242,10 @@ class AiocqhttpMessageConverter(adapter.MessageConverter):
             elif msg.type == 'text':
                 yiri_msg_list.append(platform_message.Plain(text=msg.data['text']))
             elif msg.type == 'image':
-                emoji_id = msg.data.get("emoji_package_id", None)
+                emoji_id = msg.data.get('emoji_package_id', None)
                 if emoji_id:
                     face_id = emoji_id
-                    face_name = msg.data.get("summary", '')
+                    face_name = msg.data.get('summary', '')
                     image_msg = platform_message.Face(face_id=face_id, face_name=face_name)
                 else:
                     image_base64, image_format = await image.qq_image_url_to_base64(msg.data['url'])
@@ -178,65 +259,53 @@ class AiocqhttpMessageConverter(adapter.MessageConverter):
                 #     await process_message_data(msg_data, yiri_msg_list)
                 pass
 
-
             elif msg.type == 'reply':  # 此处处理引用消息传入Qoute
-                msg_datas = await bot.get_msg(message_id=msg.data["id"])
+                msg_datas = await bot.get_msg(message_id=msg.data['id'])
 
-                for msg_data in msg_datas["message"]:
+                for msg_data in msg_datas['message']:
                     await process_message_data(msg_data, reply_list)
 
-                reply_msg = platform_message.Quote(message_id=msg.data["id"],sender_id=msg_datas["user_id"],origin=reply_list)
+                reply_msg = platform_message.Quote(
+                    message_id=msg.data['id'], sender_id=msg_datas['sender']['user_id'], origin=reply_list
+                )
                 yiri_msg_list.append(reply_msg)
 
-            elif msg.type == 'file':
-                # file_name = msg.data['file']
-                file_id = msg.data['file_id']
-                file_data = await bot.get_file(file_id=file_id)
-                file_name = file_data.get('file_name')
-                file_path = file_data.get('file')
-                file_url = file_data.get('file_url')
-                file_size = file_data.get('file_size')
-                yiri_msg_list.append(platform_message.File(id=file_id, name=file_name,url=file_url,size=file_size))
+            # 这里下载所有文件会导致下载文件过多，暂时不下载
+            # elif msg.type == 'file':
+            #     # file_name = msg.data['file']
+            #     file_id = msg.data['file_id']
+            #     file_data = await bot.get_file(file_id=file_id)
+            #     file_name = file_data.get('file_name')
+            #     file_path = file_data.get('file')
+            #     file_url = file_data.get('file_url')
+            #     file_size = file_data.get('file_size')
+            #     yiri_msg_list.append(platform_message.File(id=file_id, name=file_name,url=file_url,size=file_size))
             elif msg.type == 'face':
                 face_id = msg.data['id']
                 face_name = msg.data['raw']['faceText']
                 if not face_name:
                     face_name = get_face_name(face_id)
-                yiri_msg_list.append(platform_message.Face(face_id=int(face_id),face_name=face_name.replace('/','')))
+                yiri_msg_list.append(platform_message.Face(face_id=int(face_id), face_name=face_name.replace('/', '')))
             elif msg.type == 'rps':
                 face_id = msg.data['result']
-                yiri_msg_list.append(platform_message.Face(face_type="rps",face_id=int(face_id),face_name='猜拳'))
+                yiri_msg_list.append(platform_message.Face(face_type='rps', face_id=int(face_id), face_name='猜拳'))
             elif msg.type == 'dice':
                 face_id = msg.data['result']
-                yiri_msg_list.append(platform_message.Face(face_type='dice',face_id=int(face_id),face_name='骰子'))
-
-
-
-
-
-
-
-
+                yiri_msg_list.append(platform_message.Face(face_type='dice', face_id=int(face_id), face_name='骰子'))
 
         chain = platform_message.MessageChain(yiri_msg_list)
 
         return chain
 
 
-
-
-
-
 class AiocqhttpEventConverter(adapter.EventConverter):
     @staticmethod
     async def yiri2target(event: platform_events.MessageEvent, bot_account_id: int):
         return event.source_platform_object
 
     @staticmethod
-    async def target2yiri(event: aiocqhttp.Event,bot=None):
-        yiri_chain = await AiocqhttpMessageConverter.target2yiri(event.message, event.message_id,bot)
-
-
+    async def target2yiri(event: aiocqhttp.Event, bot=None):
+        yiri_chain = await AiocqhttpMessageConverter.target2yiri(event.message, event.message_id, bot)
 
         if event.message_type == 'group':
             permission = 'MEMBER'
@@ -316,7 +385,6 @@ class AiocqhttpAdapter(adapter.MessagePlatformAdapter):
         aiocq_msg = (await AiocqhttpMessageConverter.yiri2target(message))[0]
 
         if target_type == 'group':
-
             await self.bot.send_group_msg(group_id=int(target_id), message=aiocq_msg)
         elif target_type == 'person':
             await self.bot.send_private_msg(user_id=int(target_id), message=aiocq_msg)
@@ -345,7 +413,7 @@ class AiocqhttpAdapter(adapter.MessagePlatformAdapter):
         async def on_message(event: aiocqhttp.Event):
             self.bot_account_id = event.self_id
             try:
-                return await callback(await self.event_converter.target2yiri(event,self.bot), self)
+                return await callback(await self.event_converter.target2yiri(event, self.bot), self)
             except Exception:
                 await self.logger.error(f'Error in on_message: {traceback.format_exc()}')
                 traceback.print_exc()

pkg/platform/sources/dingtalk.py

@@ -1,3 +1,4 @@
+from re import S
 import traceback
 import typing
 from libs.dingtalk_api.dingtalkevent import DingTalkEvent
@@ -99,11 +100,15 @@ class DingTalkAdapter(adapter.MessagePlatformAdapter):
     message_converter: DingTalkMessageConverter = DingTalkMessageConverter()
     event_converter: DingTalkEventConverter = DingTalkEventConverter()
     config: dict
+    card_instance_id_dict: dict  # 回复卡片消息字典，key为消息id，value为回复卡片实例id，用于在流式消息时判断是否发送到指定卡片
+    seq: int  # 消息顺序，直接以seq作为标识
 
     def __init__(self, config: dict, ap: app.Application, logger: EventLogger):
         self.config = config
         self.ap = ap
         self.logger = logger
+        self.card_instance_id_dict = {}
+        # self.seq = 1
         required_keys = [
             'client_id',
             'client_secret',
@@ -116,6 +121,15 @@ class DingTalkAdapter(adapter.MessagePlatformAdapter):
 
         self.bot_account_id = self.config['robot_name']
 
+        self.bot = DingTalkClient(
+            client_id=config['client_id'],
+            client_secret=config['client_secret'],
+            robot_name=config['robot_name'],
+            robot_code=config['robot_code'],
+            markdown_card=config['markdown_card'],
+            logger=self.logger,
+        )
+
     async def reply_message(
         self,
         message_source: platform_events.MessageEvent,
@@ -130,6 +144,34 @@ class DingTalkAdapter(adapter.MessagePlatformAdapter):
         content, at = await DingTalkMessageConverter.yiri2target(message)
         await self.bot.send_message(content, incoming_message, at)
 
+    async def reply_message_chunk(
+        self,
+        message_source: platform_events.MessageEvent,
+        bot_message,
+        message: platform_message.MessageChain,
+        quote_origin: bool = False,
+        is_final: bool = False,
+    ):
+        # event = await DingTalkEventConverter.yiri2target(
+        #     message_source,
+        # )
+        # incoming_message = event.incoming_message
+
+        # msg_id = incoming_message.message_id
+        message_id = bot_message.resp_message_id
+        msg_seq = bot_message.msg_sequence
+
+        if (msg_seq - 1) % 8 == 0 or is_final:
+
+            content, at = await DingTalkMessageConverter.yiri2target(message)
+
+            card_instance, card_instance_id = self.card_instance_id_dict[message_id]
+            # print(card_instance_id)
+            await self.bot.send_card_message(card_instance, card_instance_id, content, is_final)
+            if is_final and bot_message.tool_calls is None:
+                # self.seq = 1  # 消息回复结束之后重置seq
+                self.card_instance_id_dict.pop(message_id)  # 消息回复结束之后删除卡片实例id
+
     async def send_message(self, target_type: str, target_id: str, message: platform_message.MessageChain):
         content = await DingTalkMessageConverter.yiri2target(message)
         if target_type == 'person':
@@ -137,6 +179,20 @@ class DingTalkAdapter(adapter.MessagePlatformAdapter):
         if target_type == 'group':
             await self.bot.send_proactive_message_to_group(target_id, content)
 
+    async def is_stream_output_supported(self) -> bool:
+        is_stream = False
+        if self.config.get('enable-stream-reply', None):
+            is_stream = True
+        return is_stream
+
+    async def create_message_card(self, message_id, event):
+        card_template_id = self.config['card_template_id']
+        incoming_message = event.source_platform_object.incoming_message
+        # message_id = incoming_message.message_id
+        card_instance, card_instance_id = await self.bot.create_and_card(card_template_id, incoming_message)
+        self.card_instance_id_dict[message_id] = (card_instance, card_instance_id)
+        return True
+
     def register_listener(
         self,
         event_type: typing.Type[platform_events.Event],
@@ -157,15 +213,6 @@ class DingTalkAdapter(adapter.MessagePlatformAdapter):
             self.bot.on_message('GroupMessage')(on_message)
 
     async def run_async(self):
-        config = self.config
-        self.bot = DingTalkClient(
-            client_id=config['client_id'],
-            client_secret=config['client_secret'],
-            robot_name=config['robot_name'],
-            robot_code=config['robot_code'],
-            markdown_card=config['markdown_card'],
-            logger=self.logger,
-        )
         await self.bot.start()
 
     async def kill(self) -> bool: